├── README.md └── walk_through ├── .ipynb_checkpoints ├── Automated_Feature_Engineering-checkpoint.ipynb └── Feature_Engineering_Data_Creation-checkpoint.ipynb ├── Automated_Feature_Engineering.ipynb ├── Feature_Engineering_Data_Creation.ipynb ├── data ├── clients.csv ├── loans.csv └── payments.csv └── images ├── agg_primitive_result.PNG ├── agg_trans.PNG ├── clients_df.PNG ├── clients_manual_agg.PNG ├── clients_manual_trans.PNG ├── cover.jpg ├── dfs_automated.PNG ├── dfs_primitives.PNG ├── entity_set.PNG ├── feature_depth_one.PNG ├── feature_depth_two.PNG ├── loans_df.PNG ├── loans_id.PNG ├── loans_in_es.PNG ├── payments_df.PNG ├── payments_in_es.PNG ├── primitives.PNG └── trans_primitive.PNG /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/README.md -------------------------------------------------------------------------------- /walk_through/.ipynb_checkpoints/Automated_Feature_Engineering-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/.ipynb_checkpoints/Automated_Feature_Engineering-checkpoint.ipynb -------------------------------------------------------------------------------- /walk_through/.ipynb_checkpoints/Feature_Engineering_Data_Creation-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/.ipynb_checkpoints/Feature_Engineering_Data_Creation-checkpoint.ipynb -------------------------------------------------------------------------------- /walk_through/Automated_Feature_Engineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/Automated_Feature_Engineering.ipynb -------------------------------------------------------------------------------- /walk_through/Feature_Engineering_Data_Creation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/Feature_Engineering_Data_Creation.ipynb -------------------------------------------------------------------------------- /walk_through/data/clients.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/data/clients.csv -------------------------------------------------------------------------------- /walk_through/data/loans.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/data/loans.csv -------------------------------------------------------------------------------- /walk_through/data/payments.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/data/payments.csv -------------------------------------------------------------------------------- /walk_through/images/agg_primitive_result.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/agg_primitive_result.PNG -------------------------------------------------------------------------------- /walk_through/images/agg_trans.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/agg_trans.PNG -------------------------------------------------------------------------------- /walk_through/images/clients_df.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/clients_df.PNG -------------------------------------------------------------------------------- /walk_through/images/clients_manual_agg.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/clients_manual_agg.PNG -------------------------------------------------------------------------------- /walk_through/images/clients_manual_trans.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/clients_manual_trans.PNG -------------------------------------------------------------------------------- /walk_through/images/cover.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/cover.jpg -------------------------------------------------------------------------------- /walk_through/images/dfs_automated.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/dfs_automated.PNG -------------------------------------------------------------------------------- /walk_through/images/dfs_primitives.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/dfs_primitives.PNG -------------------------------------------------------------------------------- /walk_through/images/entity_set.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/entity_set.PNG -------------------------------------------------------------------------------- /walk_through/images/feature_depth_one.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/feature_depth_one.PNG -------------------------------------------------------------------------------- /walk_through/images/feature_depth_two.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/feature_depth_two.PNG -------------------------------------------------------------------------------- /walk_through/images/loans_df.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/loans_df.PNG -------------------------------------------------------------------------------- /walk_through/images/loans_id.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/loans_id.PNG -------------------------------------------------------------------------------- /walk_through/images/loans_in_es.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/loans_in_es.PNG -------------------------------------------------------------------------------- /walk_through/images/payments_df.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/payments_df.PNG -------------------------------------------------------------------------------- /walk_through/images/payments_in_es.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/payments_in_es.PNG -------------------------------------------------------------------------------- /walk_through/images/primitives.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/primitives.PNG -------------------------------------------------------------------------------- /walk_through/images/trans_primitive.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WillKoehrsen/automated-feature-engineering/HEAD/walk_through/images/trans_primitive.PNG --------------------------------------------------------------------------------