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

Topological Deep Learning

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

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

Computing on Topological Domains

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

A topological machine learning framework based on PyTorch

Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation

Topological Data Analysis in Python

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

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Topological Data Analysis in Python: Simplicial Complex

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

NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code