Synthentic data

• Check if there are NaN values
• Train data profile
• Test data profile
• Data augmentation with CTGAN
  • Label distribution
  • Synthetic data evaluation
    • Statistical evaluation
    • Likelihood metrics

import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import pandas_profiling
import random as rd

from sklearn.ensemble import RandomForestClassifier
from sklearn.tree import DecisionTreeClassifier
from sklearn.model_selection import train_test_split
from sklearn.metrics import accuracy_score
from sklearn.metrics import mean_squared_error
from sklearn.metrics import plot_roc_curve
from sklearn.metrics import plot_confusion_matrix
from sklearn.metrics import roc_auc_score
from dtreeviz.trees import *
from IPython.display import Image, display_svg, SVG

pd.options.display.max_rows = 20
pd.options.display.max_columns = 8

path = 'C:/Users/ML/PycharmProjects/fastai/data/'

train_df = pd.read_csv(path + 'train.csv', low_memory=False)
test_df = pd.read_csv(path + 'test.csv', low_memory=False)

train_df

	QuoteNumber	Original_Quote_Date	QuoteConversion_Flag	Field6	...	GeographicField62A	GeographicField62B	GeographicField63	GeographicField64
0	1	2013-08-16	0	B	...	-1	10	N	CA
1	2	2014-04-22	0	F	...	-1	20	N	NJ
2	4	2014-08-25	0	F	...	-1	8	N	NJ
3	6	2013-04-15	0	J	...	-1	21	N	TX
4	8	2014-01-25	0	E	...	-1	12	N	IL
...	...	...	...	...	...	...	...	...	...
260748	434584	2013-05-16	0	J	...	-1	8	N	TX
260749	434585	2014-12-07	0	J	...	-1	20	N	TX
260750	434586	2014-02-18	0	F	...	-1	8	N	NJ
260751	434587	2014-04-08	0	F	...	-1	16	N	NJ
260752	434588	2013-03-19	0	F	...	-1	8	N	NJ

260753 rows × 299 columns

train_df.head()

	QuoteNumber	Original_Quote_Date	QuoteConversion_Flag	Field6	...	GeographicField62A	GeographicField62B	GeographicField63	GeographicField64
0	1	2013-08-16	0	B	...	-1	10	N	CA
1	2	2014-04-22	0	F	...	-1	20	N	NJ
2	4	2014-08-25	0	F	...	-1	8	N	NJ
3	6	2013-04-15	0	J	...	-1	21	N	TX
4	8	2014-01-25	0	E	...	-1	12	N	IL

5 rows × 299 columns

Check if there are NaN values

nan_validation = train_df.isna().sum()>0
nan_validation

QuoteNumber             False
Original_Quote_Date     False
QuoteConversion_Flag    False
Field6                  False
Field7                  False
                        ...  
GeographicField61B      False
GeographicField62A      False
GeographicField62B      False
GeographicField63       False
GeographicField64       False
Length: 299, dtype: bool

nan_validation.unique()

array([False,  True])

train_df.isna().sum()[train_df.isna().sum() > 0].index

Index(['PersonalField7', 'PersonalField84', 'PropertyField3', 'PropertyField4',
       'PropertyField29', 'PropertyField32', 'PropertyField34',
       'PropertyField36', 'PropertyField38'],
      dtype='object')

train_df.PersonalField7.unique()

array(['N', 'Y', nan], dtype=object)

train_df.PersonalField7.isna()

0         False
1         False
2         False
3         False
4         False
          ...  
260748    False
260749    False
260750    False
260751    False
260752    False
Name: PersonalField7, Length: 260753, dtype: bool

train_df.PersonalField7.isna().unique()

array([False,  True])

train_df.dropna(subset=['PersonalField7', 'PersonalField84', 'PropertyField3', 'PropertyField4', 'PropertyField29',
                         'PropertyField32', 'PropertyField34', 'PropertyField36', 'PropertyField38'], inplace=False)

	QuoteNumber	Original_Quote_Date	QuoteConversion_Flag	Field6	...	GeographicField62A	GeographicField62B	GeographicField63	GeographicField64
0	1	2013-08-16	0	B	...	-1	10	N	CA
4	8	2014-01-25	0	E	...	-1	12	N	IL
6	13	2013-11-01	0	J	...	-1	8	N	TX
11	22	2013-06-11	0	B	...	-1	8	N	CA
19	37	2013-06-18	0	E	...	-1	8	N	IL
...	...	...	...	...	...	...	...	...	...
260737	434569	2014-03-10	0	E	...	-1	25	N	IL
260738	434571	2014-04-11	0	E	...	-1	10	N	IL
260743	434579	2013-05-02	0	B	...	-1	17	N	CA
260744	434580	2013-10-28	0	F	...	-1	19	N	NJ
260748	434584	2013-05-16	0	J	...	-1	8	N	TX

55242 rows × 299 columns

cols_to_delete = train_df.isna().sum()[train_df.isna().sum() > 0].index

def drop_cols_from_list(df,cols_to_delete):
    df.drop(cols_to_delete,axis=1,inplace=True)
    return df

train_df1 = drop_cols_from_list(train_df,cols_to_delete)
test_df1 = drop_cols_from_list(test_df,cols_to_delete)

train_df1

	QuoteNumber	Original_Quote_Date	QuoteConversion_Flag	Field6	...	GeographicField62A	GeographicField62B	GeographicField63	GeographicField64
0	1	2013-08-16	0	B	...	-1	10	N	CA
1	2	2014-04-22	0	F	...	-1	20	N	NJ
2	4	2014-08-25	0	F	...	-1	8	N	NJ
3	6	2013-04-15	0	J	...	-1	21	N	TX
4	8	2014-01-25	0	E	...	-1	12	N	IL
...	...	...	...	...	...	...	...	...	...
260748	434584	2013-05-16	0	J	...	-1	8	N	TX
260749	434585	2014-12-07	0	J	...	-1	20	N	TX
260750	434586	2014-02-18	0	F	...	-1	8	N	NJ
260751	434587	2014-04-08	0	F	...	-1	16	N	NJ
260752	434588	2013-03-19	0	F	...	-1	8	N	NJ

260753 rows × 290 columns

train_df1.head(1)

	QuoteNumber	Original_Quote_Date	QuoteConversion_Flag	Field6	...	GeographicField62A	GeographicField62B	GeographicField63	GeographicField64
0	1	2013-08-16	0	B	...	-1	10	N	CA

1 rows × 290 columns

train_df1.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 260753 entries, 0 to 260752
Columns: 290 entries, QuoteNumber to GeographicField64
dtypes: float64(4), int64(265), object(21)
memory usage: 576.9+ MB

test_df1.head(1)

	QuoteNumber	Original_Quote_Date	Field6	Field7	...	GeographicField62A	GeographicField62B	GeographicField63	GeographicField64
0	3	2014-08-12	E	16	...	-1	25	Y	IL

1 rows × 289 columns

vld = train_df1.isna().sum()>0
vld.unique()

array([False])

train_df._get_numeric_data().columns

Index(['QuoteNumber', 'QuoteConversion_Flag', 'Field7', 'Field8', 'Field9',
       'Field11', 'CoverageField1A', 'CoverageField1B', 'CoverageField2A',
       'CoverageField2B',
       ...
       'GeographicField58A', 'GeographicField58B', 'GeographicField59A',
       'GeographicField59B', 'GeographicField60A', 'GeographicField60B',
       'GeographicField61A', 'GeographicField61B', 'GeographicField62A',
       'GeographicField62B'],
      dtype='object', length=269)

cols_to_drop = []

for i in set(train_df.columns) - set(train_df._get_numeric_data().columns):
    if (train_df.loc[:,i].nunique() >= 3):
        cols_to_drop.append(i)
        
train_df = drop_cols_from_list(train_df,cols_to_drop)
test_df = drop_cols_from_list(test_df,cols_to_drop)

cls_to_encode = set(train_df.columns) - set(train_df._get_numeric_data().columns)

def ohe(df,cls_to_encode):
    df = pd.get_dummies(df,columns=cls_to_encode,drop_first=True)
    return df

train_df = ohe(train_df,cls_to_encode)
test_df = ohe(test_df,cls_to_encode)

test_df.drop(list(set(test_df.columns) - set(train_df.columns)),axis=1,inplace=True)

train_df

	QuoteNumber	QuoteConversion_Flag	Field7	Field8	...	PropertyField30_Y	PropertyField37_Y	Field12_Y	PropertyField5_Y
0	1	0	23	0.9403	...	0	0	0	1
1	2	0	7	1.0006	...	0	0	0	1
2	4	0	7	1.0006	...	0	0	0	1
3	6	0	10	0.9769	...	0	1	0	1
4	8	0	23	0.9472	...	0	0	0	1
...	...	...	...	...	...	...	...	...	...
260748	434584	0	23	0.9691	...	0	0	0	1
260749	434585	0	26	0.8870	...	0	1	0	1
260750	434586	0	11	0.9685	...	0	1	0	1
260751	434587	0	7	1.0006	...	0	0	0	1
260752	434588	0	15	0.8945	...	0	0	0	1

260753 rows × 273 columns

labels = train_df.QuoteConversion_Flag.value_counts()
labels

0    211859
1     48894
Name: QuoteConversion_Flag, dtype: int64

fig5, ax5 = plt.subplots(figsize=(16,12))
sns.countplot(data = train_df, x='QuoteConversion_Flag').set_title("2-class label distribution")

Text(0.5, 1.0, '2-class label distribution')

Train data profile

Test data profile

Data augmentation with CTGAN

# the cathegorical columns

from ctgan import CTGANSynthesizer
ctgan = CTGANSynthesizer()

# Initiate the CTGANSynthesizer and call its fit method to pass in the table
ctgan = CTGANSynthesizer(epochs=80)
ctgan.fit(train_df)

#generate synthetic data, 1000 rows of data
synthetic_data = ctgan.sample(200000)

c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (8) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (9) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (6) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (6) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (6) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (6) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (9) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (6) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (8) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (8) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (9) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (1) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (7) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (4) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (8) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (5) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (3) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (1) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:269: ConvergenceWarning: Initialization 1 did not converge. Try different init parameters, or increase max_iter, tol or check for degenerate data.
  % (init + 1), ConvergenceWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\utils\validation.py:72: FutureWarning: Pass n_components=10 as keyword args. From version 1.0 (renaming of 0.25) passing these as positional arguments will result in an error
  "will result in an error", FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\sklearn\mixture\_base.py:148: ConvergenceWarning: Number of distinct clusters (2) found smaller than n_clusters (10). Possibly due to duplicate points in X.
  random_state=random_state).fit(X).labels_

synthetic_data

	QuoteNumber	QuoteConversion_Flag	Field7	Field8	...	PropertyField30_Y	PropertyField37_Y	Field12_Y	PropertyField5_Y
0	58475	0	14	0.919014	...	0	0	1	1
1	283439	0	16	0.979751	...	0	0	0	1
2	329449	0	6	0.887974	...	0	1	0	0
3	102468	0	0	0.914928	...	0	0	0	0
4	179776	0	2	1.009825	...	0	0	0	0
...	...	...	...	...	...	...	...	...	...
199995	58471	1	24	0.888249	...	0	0	1	1
199996	122615	1	7	0.884400	...	0	0	0	1
199997	99632	0	26	1.001284	...	0	0	0	0
199998	387518	1	14	0.940138	...	1	0	0	0
199999	67670	0	15	0.938704	...	0	1	1	0

200000 rows × 273 columns

ctgan.save('HQC_ctgan_model.pkl')

synthetic_data.to_pickle("synthetic_data.pkl")

synthetic_data.to_csv("synthetic_data.csv", index=False)

from table_evaluator import load_data, TableEvaluator

table_evaluator = TableEvaluator(train_df, synthetic_data)
table_evaluator.visual_evaluation()

c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:306: UserWarning: Dataset has 0 variance; skipping density estimate.
  warnings.warn(msg, UserWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)
c:\users\ml\.conda\envs\ctgan\lib\site-packages\seaborn\distributions.py:2557: FutureWarning: `distplot` is a deprecated function and will be removed in a future version. Please adapt your code to use either `displot` (a figure-level function with similar flexibility) or `histplot` (an axes-level function for histograms).
  warnings.warn(msg, FutureWarning)

Label distribution

labels = synthetic_data.QuoteConversion_Flag.value_counts()
labels

0    165326
1     34674
Name: QuoteConversion_Flag, dtype: int64

fig5, ax5 = plt.subplots(figsize=(16,12))
sns.countplot(data = synthetic_data, x='QuoteConversion_Flag').set_title("2-class label distribution")

Text(0.5, 1.0, '2-class label distribution')

Synthetic data evaluation

Statistical evaluation

Likelihood metrics