├── .gitignore ├── LICENSE.txt ├── README.md ├── deeplearning1 ├── excel │ ├── collab_filter.xlsx │ ├── conv-example.xlsx │ ├── entropy_example.xlsx │ ├── graddesc.xlsm │ └── layers_example.xlsx └── nbs │ ├── char-rnn.ipynb │ ├── convolution-intro.ipynb │ ├── dogs_cats_redux.ipynb │ ├── dogscats-ensemble.ipynb │ ├── imagenet_batchnorm.ipynb │ ├── init.sh │ ├── lesson1.ipynb │ ├── lesson2.ipynb │ ├── lesson3.ipynb │ ├── lesson4.ipynb │ ├── lesson5.ipynb │ ├── lesson6.ipynb │ ├── lesson7.ipynb │ ├── mnist.ipynb │ ├── resnet50.py │ ├── run.sh │ ├── sgd-intro.ipynb │ ├── statefarm-sample.ipynb │ ├── statefarm.ipynb │ ├── utils.py │ ├── vgg16.py │ ├── vgg16bn.py │ └── wordvectors.ipynb └── setup ├── aws-alias.sh ├── install-gpu-azure.sh ├── install-gpu.sh ├── setup_instance.sh ├── setup_p2.sh └── setup_t2.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anurag/crestle-fastai/HEAD/.gitignore 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