├── .gitignore ├── README.md ├── a3c_a3c.py ├── a3c_envs.py ├── a3c_model.py ├── a3c_test.py ├── a3c_train.py ├── a3c_worker.py ├── assets ├── breakout.gif ├── breakout_reward.png ├── draw.gif ├── linreg_graph.png ├── pong.gif └── pong_reward.png ├── char_rnn_model.py ├── char_rnn_reader.py ├── char_rnn_test.py ├── char_rnn_train.py ├── datasets ├── images │ └── wsp_arch.png ├── iris │ ├── iris.csv │ ├── iris.txt │ └── make_iris.py └── tinyshakespeare │ └── input.txt ├── draw.py ├── figs ├── .gitkeep ├── draw │ ├── .gitkeep │ ├── reconstruction_t0.png │ ├── reconstruction_t1.png │ ├── reconstruction_t2.png │ ├── reconstruction_t3.png │ ├── reconstruction_t4.png │ ├── reconstruction_t5.png │ ├── reconstruction_t6.png │ ├── reconstruction_t7.png │ ├── reconstruction_t8.png │ └── reconstruction_t9.png ├── filter.png ├── iris_linreg_np.png ├── iris_linreg_tf.png ├── iris_logreg_np.png ├── iris_logreg_tf.png ├── mnist_cnn.png ├── mnist_cnn_test.png ├── mnist_logreg.png ├── normal_gan.png ├── vae_embedding.png ├── vae_reconstructions.png └── vae_samples.png ├── filter.py ├── iris_linreg_np.py ├── iris_linreg_tf.py ├── iris_logreg_np.py ├── iris_logreg_tf.py ├── mnist_cnn.py ├── mnist_cnn_model.py ├── mnist_cnn_test.py ├── mnist_cnn_train.py ├── mnist_logreg.py ├── movies ├── .gitkeep ├── breakout.mp4 └── pong.mp4 ├── normal_gan.py ├── vae.py └── visualize_graph.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frsong/tf-examples/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/frsong/tf-examples/HEAD/README.md -------------------------------------------------------------------------------- /a3c_a3c.py: -------------------------------------------------------------------------------- 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