geometric-algebra-attention 0.5.1

Library for geometric algebra-based attention mechanisms

Introduction

This is a library in development for implementing geometric algebra attention mechanisms (as detailed in the paper Geometric Algebra Attention Networks for Small Point Clouds in tensorflow, keras, pytorch, and jax.

Installation

The latest tagged version of geometric-algebra-attention is available on PyPI for installation via pip:

$ pip install geometric-algebra-attention

Alternatively, install the package from source:

$ git clone https://github.com/klarh/geometric_algebra_attention
$ pip install ./geometric_algebra_attention

Documentation

The documentation is available as standard sphinx documentation:

$ cd doc
$ pip install -r requirements.txt
$ make html

Automatically-built documentation is available at https://geometric-algebra-attention.readthedocs.io .

Examples

Jupyter notebook examples for various backends are available in the examples directory of the source repository.