Welcome to PyGrad’s documentation!

PyGrad is a pure Python automatic differentiation and neural network library.

Contents:

• Get Started
  • Python Version
  • Installation
  • Optional Dependencies
• Autograd
  • Variable Class
  • Function Class
  • Backpropagation
  • Memory Optimization
• Modeling
  • Model Initialization
  • Saving and Loading Models
  • Model Visualization
• Optimizer
• Data
  • Dataset
  • DataLoader