Search Packages

umap-learn

Uniform Manifold Approximation and Projection

ripser

A Lean Persistent Homology Library for Python

gudhi

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

pervect

Vectorization of persistence diagrams and approximate Wasserstein distance

multipers

Multiparameter Topological Persistence for Machine Learning

giotto-tda

A high-performance topological machine learning toolbox in Python

cripser

Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays

pyflagser

Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).

giotto-ph

High performance implementation of Vietoris-Rips persistence.

giotto-tda-nightly

Toolbox for Machine Learning using Topological Data Analysis.

findpeaks

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

tadasets

Synthetic data sets apt for Topological Data Analysis

lophat

Lockfree Persistent Homology Algorithm Toolkit

teaspoon

A Topological Signal Processing Package

topapprox

Package for computing topological approximation using Persistent Homology in various settings.

scikit-tda

Topological Data Analysis for Python🐍

tda-mapper

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

torch-topological

A topological machine learning framework based on PyTorch

giotto-learn

A high-performance topological machine learning toolbox in Python

toponetx

Computing on Topological Domains

pyflasc

Flare-Sensitive Clustering based on HDBSCAN*.

ect

Python package for computing the Euler Characteristic Transform (ECT)

cereeberus

A python package for the interleaving distance on Reeb graphs and related structures from TDA

mantra-dataset

A package for working with higher-order datasets like manifold triangulations.