├── .gitignore ├── README.md ├── ae ├── cae.ipynb ├── dae.ipynb ├── data │ └── .gitkeep └── vae.ipynb ├── avb └── avb_toy.ipynb ├── basic ├── basic_gendataset.ipynb ├── basic_imghandling.ipynb ├── basic_logisticregression.ipynb ├── basic_mnist.ipynb ├── basic_python.ipynb ├── basic_tensorflow.ipynb ├── basic_vidfig.ipynb ├── char-rnn-simple.ipynb ├── cnn_custom_simple.ipynb ├── cnn_mnist_modern.ipynb ├── cnn_mnist_simple.ipynb ├── data │ ├── .gitkeep │ ├── 1.jpg │ ├── 2.jpg │ └── data-02-stock_daily.csv ├── img │ ├── cat.jpg │ ├── cow.jpg │ ├── dog.jpg │ └── horse.jpeg ├── lr_mnist.ipynb ├── mlp_custom.ipynb ├── mlp_mnist.ipynb ├── oop_style_cnn.ipynb ├── oop_style_mlp.ipynb ├── rnn_mnist.ipynb └── rnn_stockpred.ipynb ├── cam ├── cam.ipynb ├── data │ └── .gitkeep └── pretrain_usage.ipynb ├── char-rnn ├── 1_proprocess_linux.ipynb ├── 2_char_rnn_train_linux.ipynb ├── 3_char_rnn_sample_linux.ipynb ├── char-rnn-simple.ipynb └── data │ └── linux_kernel │ └── input.txt ├── dann ├── dann_mnist.ipynb └── data │ └── .gitkeep ├── dcgan ├── checkpoint │ └── .gitkeep ├── data │ └── .gitkeep ├── dcgan_mnist.ipynb ├── gan_mnist_slim.ipynb └── samples │ └── .gitkeep ├── mdn ├── hmdn.ipynb └── mdn.ipynb ├── mnist ├── data │ └── .gitkeep ├── logs │ └── .gitkeep ├── mnist_slim.ipynb └── model │ └── .gitkeep ├── rl ├── dqn_cartpole.ipynb ├── env │ ├── blackjack.py │ ├── blackjack.pyc │ └── gridworld.py ├── env_blackjack.ipynb ├── env_cartpole.ipynb ├── mdp_pe.ipynb ├── mdp_pi.ipynb ├── mdp_vi.ipynb └── tabular_cartpole.ipynb ├── srgan ├── checkpoint │ └── .gitkeep ├── dataset │ └── .gitkeep ├── model.py ├── srgan.ipynb └── train │ ├── batch000001_out.png │ ├── batch004000_out.png │ ├── batch008000_out.png │ ├── batch012000_out.png │ ├── batch016000_out.png │ └── batch020000_out.png └── word2vec └── w2v.ipynb /.gitignore: -------------------------------------------------------------------------------- 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