├── LICENSE ├── README.md ├── assets ├── data-mismatch.png ├── log-loss-cross-entropy-graph.png ├── log-loss-cross-entropy.png └── precisionrecall.png └── deep_neural_net_python ├── README.md ├── datasets ├── test_catvnoncat.h5 └── train_catvnoncat.h5 ├── dnn_utils.py ├── network.py └── requirements.txt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/README.md -------------------------------------------------------------------------------- /assets/data-mismatch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/assets/data-mismatch.png -------------------------------------------------------------------------------- /assets/log-loss-cross-entropy-graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/assets/log-loss-cross-entropy-graph.png -------------------------------------------------------------------------------- /assets/log-loss-cross-entropy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/assets/log-loss-cross-entropy.png -------------------------------------------------------------------------------- /assets/precisionrecall.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/assets/precisionrecall.png -------------------------------------------------------------------------------- /deep_neural_net_python/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/deep_neural_net_python/README.md -------------------------------------------------------------------------------- /deep_neural_net_python/datasets/test_catvnoncat.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/deep_neural_net_python/datasets/test_catvnoncat.h5 -------------------------------------------------------------------------------- /deep_neural_net_python/datasets/train_catvnoncat.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/deep_neural_net_python/datasets/train_catvnoncat.h5 -------------------------------------------------------------------------------- /deep_neural_net_python/dnn_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/deep_neural_net_python/dnn_utils.py -------------------------------------------------------------------------------- /deep_neural_net_python/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/deep_neural_net_python/network.py -------------------------------------------------------------------------------- /deep_neural_net_python/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cheat-sheets/data-science-cheat-sheet/HEAD/deep_neural_net_python/requirements.txt --------------------------------------------------------------------------------