├── .gitignore ├── README.md ├── cnn ├── datasets │ ├── __init__.py │ ├── cifar.py │ └── loaders.py ├── hypermodels │ ├── __init__.py │ ├── alexnet.py │ ├── hyperconv2d.py │ ├── hyperlinear.py │ └── small.py ├── hypertrain.py ├── logger.py ├── models │ ├── __init__.py │ ├── alexnet.py │ └── small.py ├── train_basic.py └── util │ ├── __init__.py │ ├── cutout.py │ ├── dropout.py │ └── hyperparameter.py ├── lstm ├── data.py ├── embed_regularize.py ├── getdata.sh ├── hyperlstm.py ├── locked_dropout.py ├── logger.py ├── model_basic.py ├── save_dropouto_schedule_plot.py ├── train.py ├── train_basic.py ├── utils.py └── weight_drop.py ├── requirements.txt └── stn_utils ├── __init__.py └── hyperparameter.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/asteroidhouse/self-tuning-networks/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: 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