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.
1 maintainer
Metadata
1 maintainer
Release files for geometric-algebra-attention 0.5.1
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| geometric_algebra_attention-0.5.1.tar.gz | 54.7 kB | Without provenance | Details |
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|---|---|---|---|---|
| geometric_algebra_attention-0.5.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 110.9 kB
Release files / geometric_algebra_attention-0.5.1.tar.gz
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| Download URL | geometric_algebra_attention-0.5.1-py3-none-any.whl |
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