├── .gitignore ├── README.md ├── densenet121_128x128.ipynb ├── effnetb3_imgsize128_1channel-fp32.ipynb ├── preprocessing_to_npy.ipynb ├── se_resnext50_32x4d_0fold_example.ipynb ├── se_resnext50_32x4d_train_by_folds ├── csv_logger.py ├── mish_activation.py ├── prepare_folds.ipynb ├── requirements.txt ├── seresnext50_1channel-fp32-folds_with_finetuning.ipynb └── seresnext50_imgsize128_1channel-v5.1.4-fp32-folds.py └── utils ├── additional_layers.py ├── csv_logger.py ├── mish_activation.py ├── sprinkles.py ├── swa.py └── transforms.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nikita-mishunyayev/Kaggle-Bengali.AI-Handwritten-Grapheme-Classification-2020-solution/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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