Welcome to the PyTorch knowledge hub! Here are essential resources to help you master this powerful deep learning framework:

📘 Core Concepts

  • Tensors
    Learn about tensors, the fundamental data structure in PyTorch.

    tensor
  • Autograd
    Understand automatic differentiation with torch.autograd.

    autograd
  • Optimizers
    Explore optimization algorithms like SGD and Adam.

    optimizer

📚 Learning Path

  1. Beginner's Guide
    Start with the PyTorch Basics Tutorial for foundational knowledge.

    deep_learning
  2. Advanced Features
    Dive into advanced topics like distributed training and custom layers.

    nn_module
  3. Community & Projects
    Join the PyTorch Community Forum to connect with developers and contributors.

    open_source

📝 Practice Resources

For hands-on experience, try the PyTorch Playground to experiment with neural networks.

neural_network