├── .gitignore ├── README.md ├── img ├── feature-engineering.drawio ├── feature-engineering.pdf └── feature-engineering.png ├── tmall ├── bagging.py ├── build_value_counts.py ├── calc_similarity_offline.py ├── filter_features.py ├── graph_embedding │ ├── create_graph_embedding_data.py │ └── train_node2vec.py ├── stat_feat │ ├── build_feat_pyspark.py │ ├── fesys_pyspark.py │ └── preprocessing.py └── utils.py └── train_lgbm.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/README.md -------------------------------------------------------------------------------- /img/feature-engineering.drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/img/feature-engineering.drawio -------------------------------------------------------------------------------- /img/feature-engineering.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/img/feature-engineering.pdf -------------------------------------------------------------------------------- /img/feature-engineering.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/img/feature-engineering.png -------------------------------------------------------------------------------- /tmall/bagging.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/bagging.py -------------------------------------------------------------------------------- /tmall/build_value_counts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/build_value_counts.py -------------------------------------------------------------------------------- /tmall/calc_similarity_offline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/calc_similarity_offline.py -------------------------------------------------------------------------------- /tmall/filter_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/filter_features.py -------------------------------------------------------------------------------- /tmall/graph_embedding/create_graph_embedding_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/graph_embedding/create_graph_embedding_data.py -------------------------------------------------------------------------------- /tmall/graph_embedding/train_node2vec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/graph_embedding/train_node2vec.py -------------------------------------------------------------------------------- /tmall/stat_feat/build_feat_pyspark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/stat_feat/build_feat_pyspark.py -------------------------------------------------------------------------------- /tmall/stat_feat/fesys_pyspark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/stat_feat/fesys_pyspark.py -------------------------------------------------------------------------------- /tmall/stat_feat/preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/stat_feat/preprocessing.py -------------------------------------------------------------------------------- /tmall/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/tmall/utils.py -------------------------------------------------------------------------------- /train_lgbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/auto-flow/tmall-repeat/HEAD/train_lgbm.py --------------------------------------------------------------------------------