wshuail / learn_pytorch_the_hard_way

tutorials for pytorch

Tutorials About PyTorch

0: A 60 Minute Blitz

A 60 Minute Blitz

1: PyTorch Basic

Learning PyTorch with Examples

1. numpy
2. Tensors
3. Variables and autograd
4. Defining new autograd functions
5. Static Graphs
6. optim
7. Custom nn Modules
8. Control Flow + Weight Sharing

2: build models

1. linear regression
2. classification
3. quick network
4. batch data
5. different optimizers

3: CNN

1. Basic CNN

4.RNN

1. Basic RNN

5.GAN

1. Vanilla GAN