├── .gitignore ├── LICENSE ├── README.md ├── avb ├── README.md └── avb.py ├── binarynet ├── README.md ├── binary_layers.py ├── binary_ops.py ├── mnist_cnn.py └── mnist_mlp.py ├── focal_loss ├── README.md ├── losses.py └── mnist_mlp.py ├── gcnn ├── README.md ├── char_generator.py ├── char_lm_gcnn.py ├── data │ ├── imdb_preprocess_semi.py │ ├── nonbreaking_prefixes │ │ └── nonbreaking_prefix.en │ ├── tinyshakespeare │ │ └── input.txt │ └── tokenizer.perl ├── gcnn.py ├── imdb_generator.py └── imdb_lm_gcnn.py ├── glsgan ├── README.md └── glsgan_mlp.py ├── layernorm ├── README.md ├── babi_lnlstm.py ├── data ├── imdb_cnn_lstm.py ├── imdb_generator.py ├── imdb_lm.py ├── layer_norm_layers.py ├── mnist_cnn.py └── mnist_mlp.py ├── lsgan ├── README.md └── lsgan_mlp.py ├── qrnn ├── README.md ├── imbd_qrnn.py ├── imbd_qrnn_Bidirecional.py └── qrnn.py ├── senet ├── README.md ├── layers.py └── mnist_cnn.py ├── ternarynet ├── README.md ├── imdb_generator.py ├── imdb_lm.py ├── mnist_cnn.py ├── mnist_mlp.py ├── ternary_layers.py └── ternary_ops.py ├── vae ├── README.md ├── img │ ├── i_mse.png │ ├── i_xent.png │ ├── x_mse.png │ ├── x_xent.png │ ├── z_mse.png │ └── z_xent.png └── variational_autoencoder.py ├── weightnorm ├── README.md ├── cifar10_cnn.py ├── gru_text_generation.py ├── imdb_generator.py ├── imdb_lm.py ├── mnist_cnn.py ├── mnist_mlp.py └── weight_norm_layers.py ├── wgan ├── README.md ├── wgan_cnn.py └── wgan_mlp.py └── xnornet ├── README.md ├── binary_layers.py ├── binary_ops.py ├── mnist_cnn.py ├── mnist_mlp.py └── xnor_layers.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DingKe/nn_playground/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DingKe/nn_playground/HEAD/LICENSE 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