Contents
collab
Random Forest and Data Exploration • Jun 26, 2021
Synthentic data • Jun 25, 2021
Getting Kaggle Data for Homesite • Jun 19, 2021
CPU
Deploying App in Voila • Jul 30, 2021
Moving TabularLearner from GPU to CPU • Jul 19, 2021
Pickled Model using ipywidgets • Jul 13, 2021
Load pickled model and convert quote to successful • Jul 12, 2021
Deployment
Deploying App in Voila • Jul 30, 2021
EDA
Identify problem type • Jun 20, 2021
fastai
First Pass Using Fastai Tabular For Homesite Competition • Jul 29, 2021
Another Pass Using Fastai Tabular For Homesite Competition • Jul 29, 2021
HomeSite Quote Conversion A Fastai Tabular Approach • Jul 8, 2021
Permutation Importance and Ensemble Experiments in Fastai Tabular For Homesite Competition • Jun 29, 2021
Improving `cont_cat_split` in Fastai Tabular For Homesite Competition • Jun 27, 2021
Improving `cont_cat_split` in Fastai Tabular For Homesite Competition • Jun 27, 2021
Finding Optimum XGBoost Parameters for Tabular For Homesite Competition • Jul 2, 2020
Deploying App in Voila • Jul 30, 2021
Pickled Model using ipywidgets • Jul 13, 2021
jupyter
Random Forest Classifier or Regressor - Which to choose • Jul 21, 2021
Random Forest and Data Exploration • Jun 26, 2021
Synthentic data • Jun 25, 2021
Basic Random Forest Model Kaggle Score 0.953 • Jun 20, 2021
Getting Kaggle Data for Homesite • Jun 19, 2021
kaggle
First Pass Using Fastai Tabular For Homesite Competition • Jul 29, 2021
Another Pass Using Fastai Tabular For Homesite Competition • Jul 29, 2021
HomeSite Quote Conversion A Fastai Tabular Approach • Jul 8, 2021
Fastai EDA AND Xgboost Optuna Hyperparameters Tuninhg • Jul 4, 2021
Permutation Importance and Ensemble Experiments in Fastai Tabular For Homesite Competition • Jun 29, 2021
Improving `cont_cat_split` in Fastai Tabular For Homesite Competition • Jun 27, 2021
Improving `cont_cat_split` in Fastai Tabular For Homesite Competition • Jun 27, 2021
Python EDA Librares for Large Dataset (Google Colab) • Jun 26, 2021
Exploring Homesite Data (WORK IN PROGRESS) • Jun 23, 2021
Identify problem type • Jun 20, 2021
Finding Optimum XGBoost Parameters for Tabular For Homesite Competition • Jul 2, 2020
nginx
Deploying App in Voila • Jul 30, 2021
Sensitivity Analysis
Deploying App in Voila • Jul 30, 2021
Pickled Model using ipywidgets • Jul 13, 2021
Load pickled model and convert quote to successful • Jul 12, 2021
TabularLearner
Deploying App in Voila • Jul 30, 2021
Moving TabularLearner from GPU to CPU • Jul 19, 2021
Pickled Model using ipywidgets • Jul 13, 2021
Load pickled model and convert quote to successful • Jul 12, 2021
Ubuntu
Deploying App in Voila • Jul 30, 2021
Voila
Deploying App in Voila • Jul 30, 2021
XGBoost
Load pickled model and convert quote to successful • Jul 12, 2021