pytorch.md

PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing.

• Pytorch
• libTorch - C++ bindings used by PyTorch
• Torch7 | GitHub: Torch

Docs

• PyTorch Docs

Java

On https://pytorch.org/, just under "Quick Start Locally" find "C++/Java" on the White/Orange) grid. Available for Linux and Windows only, no MacOS X support available at this time.

Tutorials

• Tips and Tricks on Hacking with PyTorch: A Quick Tutorial by Brad Heintz
• Deep Learning with PyTorch: A 60 Minute Blitz
  • Tensor tutorial
  • Autograd tutorial | Autograd docs
  • Neural Networks
• PyTorch and Flask| GitHub
• Saving and Loading models
• TorchVision tutorial
• Audio Processing Turorial
• Books and slides
• ODSC 2019: PyTorch slides
• Image Similarity Search in PyTorch by Aditya Oke Convolutional Auto-encoder based unsupervised image similarity search given image or features!
• PyTorch Lightening: Homepage | Github | Docs
• More tutorials

Natural Language Processing (NLP)

• FairSeq
  • RoBERTa
• ParlAI
• PyText
• Text: sentiment analysis using NGrams
  • Text classification example

Cheatsheets

• PyTorch Cheatsheets
• TorchVision videos

Videos

• PyTorch videos

Datasets

• Text datasets

Components, Domain Libraries and Frameworks

• Autograd: docs | tutorial
• ClassyVision
• Detectron2 | GitHub
• PyText
• FlashTorch: Pytorch Classificatin Visualisation techniques
• PyTorch Geometric Temporal - temporal extensions PyTorch Geometric Benedek Rozemberczki

Hub

• Lots of pretrained models (Vision, NLP, Generation, Audio)

Other resources

• Style Transfer in Text
• Awesome PyTorch
• 𝗠𝗶𝗻𝗶 𝗖𝗼𝘂𝗿𝘀𝗲 𝗶𝗻 𝗗𝗲𝗲𝗽 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗣𝘆𝗧𝗼𝗿𝗰𝗵 - Trending #GitHub library. People who want to learn PyTorch rapidly then this is the best resource for them
• [PyTorch introduces native automatic mixed precision training. No need to compile apex anymore 😎](https://lnkd.in/dFHG7JS](https://www.linkedin.com/posts/abhi1thakur_pytorch-datascience-python-activity-6651402591974510593-C0lu)
• The Incredible Pytorch • This is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the incredible PyTorch
• Active Learning with PyTorch
• Example of Retina Face: online app | GitHub | Author
• Effective Pytorch

Contributing

Contributions are very welcome, please share back with the wider community (and get credited for it)!

Please have a look at the CONTRIBUTING guidelines, also have a read about our licensing policy.

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