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# pyTorch Tutorials | ||
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In these tutorials for pyTorch, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years. | ||
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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. | ||
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* 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) | ||
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# Donation | ||
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*If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!* | ||
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