├── .gitignore ├── LICENSE ├── README.md ├── configs.py ├── datasets.py ├── kuma_utils ├── README.md ├── __init__.py ├── common.py ├── metrics.py ├── nn │ ├── __init__.py │ ├── common.py │ ├── datasets.py │ ├── fp16util.py │ ├── logger.py │ ├── models.py │ ├── snapshot.py │ ├── temperature_scaling.py │ └── training.py ├── preprocessing.py ├── requirements.txt ├── training.py └── visualization.py ├── metrics.py ├── models ├── activation.py ├── backbones.py ├── batch_renorm.py ├── group_norm.py ├── layers.py ├── noisy_loss.py ├── senet.py └── xception.py ├── panda_models.py ├── requirements.txt ├── train.csv ├── train.py ├── transforms.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/analokmaus/kaggle-panda-challenge-public/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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