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Shashank Suhas
seminar-breakout
Commits
0763b16d
Commit
0763b16d
authored
Mar 21, 2017
by
Yuxin Wu
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README.md
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0763b16d
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@@ -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
)
...
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examples/README.md
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0763b16d
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@@ -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/README.md
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7b77da36
## 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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