Pytorch资源学习列表

网站

英文版官方手册: https://pytorch.org/tutorials/

PyTorch官方教程中文版: http://pytorch123.com/

PyTorch中文文档: https://pytorch-cn.readthedocs.io/zh/latest/

pytorch1.0官方文档中文版: https://github.com/fendouai/pytorch1.0-cn

书籍

《Deep Learning with PyTorch》: [website] [code]

《pytorch handbook》: https://github.com/zergtant/pytorch-handbook

《Dive into Deep Learning》: [website] [download] [github]

《动手学深度学习》: [website] [download] [github]

《深度学习入门之PyTorch》:

《PyTorch深度学习》:

《深度学习框架PyTorch入门与实践》: [code]

《PyTorch机器学习从入门到实战》:

视频

Deep Learning with PyTorch: [youtube]

Pytorch - Deep learning with Python: [youtube]

Neural Network Programming - Deep Learning with PyTorch: [youtube] [bilibili]

PyTorchZeroToAll: [youtube]

莫烦Pytorch:

深度学习与PyTorch入门实战: [bilibili]

代码

yunjey/pytorch-tutorial: https://github.com/yunjey/pytorch-tutorial

pytorch/pytorch: https://github.com/pytorch/pytorch

NLP

pytorch/text: https://github.com/pytorch/text

IBM/pytorch-seq2seq: https://github.com/IBM/pytorch-seq2seq

kamalkraj/BERT-NER: https://github.com/kamalkraj/BERT-NER

pytorch/fairseq: https://github.com/pytorch/fairseq

OpenNMT/OpenNMT-py: https://github.com/OpenNMT/OpenNMT-py

CV

pytorch/vision: https://github.com/pytorch/vision

thnkim/OpenFacePytorch: https://github.com/thnkim/OpenFacePytorch

donnyyou/torchcv: https://github.com/donnyyou/torchcv

creafz/pytorch-cnn-finetune: https://github.com/creafz/pytorch-cnn-finetune

1adrianb/face-alignment: https://github.com/1adrianb/face-alignment#face-recognition

参考资源

[1] 如何高效地学习pytorch？
[2] 新手必备 | 史上最全的PyTorch学习资源汇总
[3] 新手如何入门pytorch？
[4] bharathgs/Awesome-pytorch-list
[5] amusi/PyTorch-From-Zero-To-One