torch-topological 0.1.0

A framework for topological machine learning based on `pytorch`.

pytorch-topological: A topological machine learning framework for pytorch

pytorch-topological (or torch_topological) is a topological machine learning framework for PyTorch. It aims to collect loss terms and neural network layers in order to simplify building the next generation of topology-based machine learning tools.

torch_topological is still a work in progress. Stay tuned for more information.

Installation

It is recommended to use the excellent poetry framework to install torch_topological:

poetry add torch-topological

Alternatively, use pip to install the package:

pip install -U torch-topological

Dependencies

torch_topological is making heavy use of giotto-ph, a high-performance implementation of Ripser.