📚 PyTorch Resources

Tutorials

• Official PyTorch tutorials
  • Deep Learning with PyTorch: A 60 Minute Blitz
  • Visualizing Models, Data, and Training with TensorBoard
• pytorch-tutorial: Tutorial code for deep learning researchers to learn PyTorch.
  • Note: The author suggests that before starting this tutorial, it is recommended to finish Official Pytorch Tutorial.
• Neural Network Programming - Deep Learning with PyTorch: Video tutorials

Explanation

• PyTorch internals: internal machanism of PyTorch explained by one of the authors of PyTorch

Summary of PyTorch Resources

• Awesome-Pytorch-list: Everything about PyTorch
• Deep Architectures PyTorch: Review of neural network architectures and their compositions, with code snippets in PyTorch

Books

• Deep Learning with PyTorch: Official book from PyTorch

• Dive into Deep Learning: A Deep Learning book including

  • concepts
  • context
  • code (mainly in MxNet, but also with Tensorflow and PyTorch version)