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.