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Morvan Zhou
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@ -1,6 +1,6 @@
<p align="center">
<a href="http://pytorch.org/" target="_blank">
<img width="40%" src="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/logo.png" style="max-width:100%;">
<img width="40%" src="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/logo.png" style="max-width:100%;">
</a>
</p>
@ -17,63 +17,63 @@ If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com
* pyTorch basic
* [torch and numpy](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/201_torch_numpy.py)
* [Variable](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/202_variable.py)
* [Activation](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/203_activation.py)
* [torch and numpy](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/201_torch_numpy.py)
* [Variable](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/202_variable.py)
* [Activation](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/203_activation.py)
* Build your first network
* [Regression](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/301_regression.py)
* [Classification](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/302_classification.py)
* [An easy way](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/303_build_nn_quickly.py)
* [Save and reload](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/304_save_reload.py)
* [Train on batch](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/305_batch_train.py)
* [Optimizers](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/306_optimizer.py)
* [Regression](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/301_regression.py)
* [Classification](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/302_classification.py)
* [An easy way](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/303_build_nn_quickly.py)
* [Save and reload](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/304_save_reload.py)
* [Train on batch](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/305_batch_train.py)
* [Optimizers](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/306_optimizer.py)
* Advanced neural network
* [CNN](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/401_CNN.py)
* [RNN-Classification](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/402_RNN_classifier.py)
* [RNN-Regression](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/403_RNN_regressor.py)
* [AutoEncoder](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/404_autoencoder.py)
* [DQN Reinforcement Learning](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/405_DQN_Reinforcement_learning.py)
* [CNN](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/401_CNN.py)
* [RNN-Classification](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/402_RNN_classifier.py)
* [RNN-Regression](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/403_RNN_regressor.py)
* [AutoEncoder](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/404_autoencoder.py)
* [DQN Reinforcement Learning](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/405_DQN_Reinforcement_learning.py)
* Others (WIP)
* [Why torch dynamic](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/501_why_torch_dynamic_graph.py)
* [Train on GPU](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/502_GPU.py)
* [Dropout](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/503_dropout.py)
* [Batch Normalization](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/504_batch_normalization.py)
* [Why torch dynamic](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/501_why_torch_dynamic_graph.py)
* [Train on GPU](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/502_GPU.py)
* [Dropout](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/503_dropout.py)
* [Batch Normalization](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/504_batch_normalization.py)
### [Regression](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/301_regression.py)
### [Regression](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/301_regression.py)
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/301_regression.py">
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/301_regression.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/1-1-2.gif">
</a>
### [Classification](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/302_classification.py)
### [Classification](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/302_classification.py)
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/302_classification.py">
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/302_classification.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/1-1-3.gif">
</a>
### [RNN](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/403_RNN_regressor.py)
### [RNN](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/403_RNN_regressor.py)
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/403_RNN_regressor.py">
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/403_RNN_regressor.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-3-1.gif" >
</a>
### [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/404_autoencoder.py)
### [Autoencoder](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/404_autoencoder.py)
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/403_RNN_regressor.py">
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/403_RNN_regressor.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-4-1.gif" >
</a>
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/403_RNN_regressor.py">
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/403_RNN_regressor.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/4-4-2.gif" >
</a>
### [Dropout](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/503_dropout.py)
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/503_dropout.py">
### [Dropout](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/503_dropout.py)
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/503_dropout.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/5-3-1.gif" >
</a>
### [Batch Normalization](https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/504_batch_normalization.py)
<a href="https://github.com/MorvanZhou/tutorials/blob/master/pytorchTUT/504_batch_normalization.py">
### [Batch Normalization](https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/504_batch_normalization.py)
<a href="https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/504_batch_normalization.py">
<img class="course-image" src="https://morvanzhou.github.io/static/results/torch/5-4-2.gif" >
</a>