Commit 0763b16d authored by Yuxin Wu's avatar Yuxin Wu

update readme

parent 7b77da36
......@@ -16,13 +16,12 @@ Tutorials are not finished. See some [examples](examples) to learn about the fra
+ [Similarity Learning on MNIST](examples/SimilarityLearning)
### Reinforcement Learning:
+ [Deep Q-Network(DQN) variants on Atari games](examples/DeepQNetwork)
+ [Deep Q-Network(DQN) variants on Atari games](examples/DeepQNetwork), including DQN, DoubleDQN, DuelingDQN.
+ [Asynchronous Advantage Actor-Critic(A3C) with demos on OpenAI Gym](examples/A3C-Gym)
### Unsupervised Learning:
+ [Generative Adversarial Network(GAN) variants](examples/GAN), including DCGAN, InfoGAN, Conditional GAN, WGAN, Image to Image.
### Speech / NLP:
+ [LSTM-CTC for speech recognition](examples/CTC-TIMIT)
+ [char-rnn for fun](examples/Char-RNN)
......
......@@ -18,7 +18,7 @@ Training examples with __reproducible__ and meaningful performance.
+ Load a pre-trained [Convolutional Pose Machines](ConvolutionalPoseMachines/).
## Reinforcement Learning:
+ [Deep Q-Network(DQN) variants on Atari games](DeepQNetwork)
+ [Deep Q-Network(DQN) variants on Atari games](DeepQNetwork), including DQN, DoubleDQN, DuelingDQN.
+ [Asynchronous Advantage Actor-Critic(A3C) with demos on OpenAI Gym](A3C-Gym)
## Unsupervised Learning:
......
## Tensorpack High-Level Tutorial
### How to feed data
Define a `DataFlow` instance to feed data.
See [Dataflow documentation](https://github.com/ppwwyyxx/tensorpack/tree/master/tensorpack/dataflow)
### How to define a model
Take a look at [mnist example](https://github.com/ppwwyyxx/tensorpack/blob/master/example_mnist.py) first.
### How to perform training
### How to perform inference
### How to add new models
### Use tensorboard summary
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