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update torch read me
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MorvanZhou committed Apr 28, 2017
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18 changes: 17 additions & 1 deletion kerasTUT/README.md
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# Python Keras methods and tutorials
# Python Keras tutorials

In these tutorials for Tensorflow, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years.

All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) as well.


* [Install](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/2-installation.py)
Expand All @@ -12,3 +15,16 @@ All methods mentioned below have their video and text tutorial in Chinese. Visit
* [RNN classifier](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/7-RNN_Classifier_example.py)
* [RNN LSTM regressor](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/8-RNN_LSTM_Regressor_example.py)
* [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/9-Autoencoder_example.py)


# Donation

*If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!*

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35 changes: 35 additions & 0 deletions pytorchTUT/README.md
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# pyTorch Tutorials

In these tutorials for pyTorch, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years.

All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) as well.


* pyTorch basic
* [torch and numpy](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/01_torch_numpy.py)
* [Variable](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/02_variable.py)
* [Activation](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/03_activation.py)
* Build your first network
* [Regression](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/04_regression.py)
* [Classification](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/05_classification.py)
* [An easy way](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/06_build_nn_quickly.py)
* [save and reload](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/07_save_reload.py)
* [train on batch](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/08_batch_train.py)
* Advanced neural network
* [CNN](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/09_CNN.py)
* [RNN-Classification](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/10_RNN_classifier.py)
* [RNN-Regression](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/11_RNN_regressor.py)
* Others (WIP)

# Donation

*If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!*

<div >
<a href="https://www.paypal.com/cgi-bin/webscr?cmd=_donations&amp;business=morvanzhou%40gmail%2ecom&amp;lc=C2&amp;item_name=MorvanPython&amp;currency_code=AUD&amp;bn=PP%2dDonationsBF%3abtn_donateCC_LG%2egif%3aNonHosted">
<img style="border-radius: 20px; box-shadow: 0px 0px 10px 1px #888888;"
src="https://www.paypalobjects.com/webstatic/en_US/i/btn/png/silver-pill-paypal-44px.png"
alt="Paypal"
height="auto" ></a>
</div>

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