flowws-keras-geometry 0.5.1

Stage-based scientific workflows for deep learning experiments with geometric algebra

Flowws Modules for Geometric Algebra Attention Experiments

flowws-keras-geometry is a set of flowws modules to train machine learning models using geometric algebra operations in tensorflow and keras. It contains modules for data sources, architectures for sample tasks, and analysis and visualization of trained models.

Installation

Install flowws-keras-geometry from source:

pip install git+https://github.com/klarh/flowws-keras-geometry.git#egg=flowws-keras-geometry

API Documentation

Build the sphinx documentation from source:

git clone https://github.com/klarh/flowws-keras-geometry
cd flowws-keras-geometry/doc
pip install -r requirements.txt
make html