topological-data-analysis

Uniform Manifold Approximation and Projection

A high-performance topological machine learning toolbox in Python

Kepler Mapper: A flexible Python implementation of the Mapper algorithm.

Topological Data Analysis for Python🐍

TTK - Topological Data Analysis and Visualization - Source Code

Ripser: efficient computation of Vietoris–Rips persistence barcodes

A Lean Persistent Homology Library for Python

The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.

Topological Data Analysis in Python

The detection of peaks and valleys in a 1d-vector or 2d-array (image)

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.

Topological Data Analysis in Python: Simplicial Complex

A curated list of topological data analysis (TDA) resources and links.

Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)

A library for exploring persistent homology

A topological machine learning framework based on PyTorch

The repository for the Machine Learning and Big Data with kdb+/q book by Novotny et al.

RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.

A Persistent Weisfeiler–Lehman Procedure for Graph Classification