EMLP reference documentation

A type system for the automated construction of equivariant layers. EMLP is designed to make constructing equivariant layers with different matrix groups and representations an easy task, and one that does not require knowledge of analytic solutions.

Getting Started

• Getting Started with Equivariant Representations
• Constructing Equivariant Models
• Implementing a New Group

Advanced Features

• Implementing New Representations
• Combining Representations from Different Groups (experimental)
• Multilinear Maps

Cross Platform Support

• Using EMLP in PyTorch
• Using EMLP with Haiku
• Using EMLP with Flax

API Reference

• Groups
• Representations
• Layers and Models

Notes

• Running the Tests
• Inner Workings
• Change Log

Developer Documentation

• Update documentation
  • Editing ipynb

Indices and tables

• Index

• Module Index