Topological Machine Learning Python Packages

giotto-tda

A high-performance topological machine learning toolbox in Python

giotto-tda-nightly

A high-performance topological machine learning toolbox in Python

torch-topological

A topological machine learning framework based on PyTorch

tda-mapper

A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

giotto-learn

A high-performance topological machine learning toolbox in Python

giotto-learn-nightly

A high-performance topological machine learning toolbox in Python

shapr-torch

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"