├── .gitignore ├── LICENSE ├── README.md ├── config └── .gitkeep ├── data └── info │ └── readme │ ├── 001.png │ ├── 002.png │ ├── 003.png │ ├── 004.png │ ├── 005.png │ ├── 006.png │ ├── 007.png │ ├── 008.png │ ├── 009.png │ ├── 010.jpg │ ├── 011.png │ ├── 012.png │ ├── 013.png │ ├── 014.jpg │ ├── 015.png │ ├── 016.png │ ├── 017.png │ ├── 018.png │ ├── 019.png │ ├── 020.png │ ├── 021.png │ ├── 022.png │ ├── 023.png │ ├── 024.png │ ├── 025.png │ ├── 026.png │ ├── 027.png │ ├── 028.png │ ├── 029.png │ ├── 030.png │ ├── 031.png │ ├── 032.jpg │ ├── 033.png │ ├── 034.jpg │ ├── 035.png │ ├── 036.png │ ├── 037.png │ ├── 038.png │ ├── 039.png │ ├── 040.png │ ├── 041.png │ ├── 042.png │ ├── 043.png │ ├── 044.png │ ├── 045.png │ ├── 046.png │ ├── 047.png │ ├── 048.png │ ├── 049.png │ ├── 050.png │ ├── 051.png │ ├── 052.png │ ├── 053.png │ ├── 054.png │ ├── 055.png │ ├── 056.png │ ├── 057.png │ ├── 058.png │ ├── 059.png │ ├── 060.png │ ├── 061.png │ ├── 062.png │ ├── 063.png │ ├── 064.png │ ├── 065.png │ ├── 066.png │ ├── 067.png │ ├── 068.png │ └── 069.png ├── data_ignore └── .gitkeep ├── nb ├── .gitkeep ├── 001_eda.ipynb ├── 002_create_model_mlp.ipynb ├── 003_eda_grouping.ipynb ├── 004_eda_grouping.ipynb ├── 005_create_model_mlp.ipynb ├── 006_eda_fold.ipynb ├── 007_eda_logloss.ipynb ├── 008_eda_add_noise.ipynb ├── 009_create_model_mlp.ipynb ├── 010_eda_logloss_postproccessing.ipynb ├── 011_create_model_mlp.ipynb ├── 012_create_model_mlp.ipynb ├── 013_create_model_mlp.ipynb ├── 014_analysis_label_smoothing.ipynb ├── 015_create_model_mlp.ipynb ├── 016_analysis_target.ipynb ├── 017_analysis_logloss.ipynb ├── 018_analysis_drug_id.ipynb ├── 019_create_model_mlp.ipynb ├── 020_analysis_validation.ipynb ├── 021_create_model_mlp.ipynb ├── 022_optimize_smoothing.ipynb ├── 023_optimize_focal_loss.ipynb ├── 024_create_model_mlp.ipynb ├── 025_create_model_mlp.ipynb ├── 026_optimize_mixup.ipynb ├── 027_eda_grouping.ipynb ├── 028_analysis_group328_SMOTE.ipynb ├── 029_create_model_mlp.ipynb ├── 030_create_model_mlp.ipynb ├── 031_create_model_mlp.ipynb └── 032_analysis_logloss.ipynb ├── nb_download ├── .gitkeep ├── moa-pytorch-nn-starter.ipynb ├── new-baseline-pytorch-moa.ipynb └── pytorch-multilabel-neural-network.ipynb └── src └── .gitkeep /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fkubota/kaggle-Mechanisms-of-Action-MoA-Prediction/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fkubota/kaggle-Mechanisms-of-Action-MoA-Prediction/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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