Einx Tutorial

einx is a Python library that provides a universal interface to formulate tensor operations in frameworks such as Numpy, PyTorch, Jax and Tensorflow.

[Einx Github Repo]

[Link to the tutorial]

Contents:

• Installation
• Introduction to einx and einops
• Description tricks
  • Marked axis with brackets
  • Number in description
  • Ellipsis
  • Factorize “->” in brackets (advanced)
• Explicit operations
• Functionalities
  • Rearrange, repeat, concatenation, split
  • Elementwise operations
  • Reduce operations
  • Vectorized operations
  • Modify/get values at specific coordinates
  • Create a tensor
  • Shape description utils
• License