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The Top 23 Topological Data Analysis Open Source Projects

Open source projects categorized as Topological Data Analysis
Categories > Topological Data Analysis
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39most recent commit 4 months agopypi umap-learn} Downloads
Giotto Tda ⭐ 658
A high-performance topological machine learning toolbox in Python
dependent packages 7total releases 11most recent commit a year agopypi giotto-tda} Downloads
Kepler Mapper ⭐ 605
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
dependent packages 5total releases 13most recent commit a year agopypi kmapper} Downloads
Ttk ⭐ 386
TTK - Topological Data Analysis and Visualization - Source Code
most recent commit 4 months ago
Scikit Tda ⭐ 337
Topological Data Analysis for Python🐍
total releases 3most recent commit 2 years ago
Ripser.py ⭐ 258
A Lean Persistent Homology Library for Python
dependent packages 9total releases 21most recent commit 2 months agopypi ripser} Downloads
Ripser ⭐ 235
Ripser: efficient computation of Vietoris–Rips persistence barcodes
most recent commit 2 years ago
Gudhi Devel ⭐ 221
The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
dependent packages 14total releases 24most recent commit 4 months agopypi gudhi} Downloads
Findpeaks ⭐ 174
The detection of peaks and valleys in a 1d-vector or 2d-array (image)
dependent packages 5total releases 33most recent commit 6 months agopypi findpeaks} Downloads
Pytda ⭐ 144
Topological Data Analysis in Python
most recent commit 5 years ago
Topomodelx ⭐ 120
Topological Deep Learning
most recent commit 5 months ago
Pytorch Topological ⭐ 119
A topological machine learning framework based on PyTorch
most recent commit 5 months ago
Awesome Tda ⭐ 117
A curated list of topological data analysis (TDA) resources and links.
most recent commit 5 months ago
Umap.jl ⭐ 115
Uniform Manifold Approximation and Projection (UMAP) implementation in Julia
most recent commit 7 months ago
Mogutda ⭐ 105
Topological Data Analysis in Python: Simplicial Complex
total releases 16most recent commit 6 months ago
Toponetx ⭐ 102
Computing on Topological Domains
most recent commit 4 months ago
Umato ⭐ 98
Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)
total releases 7most recent commit 8 months ago
Aleph ⭐ 89
A library for exploring persistent homology
most recent commit a year ago
Rivet ⭐ 63
RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.
most recent commit 9 months ago
Topological Autoencoders ⭐ 62
Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
most recent commit 2 years ago
Quantq ⭐ 61
The repository for the Machine Learning and Big Data with kdb+/q book by Novotny et al.
most recent commit a year ago
Spark Tda ⭐ 46
SparkTDA is a package for Apache Spark providing Topological Data Analysis Functionalities.
most recent commit 6 years ago
P Wl ⭐ 44
A Persistent Weisfeiler–Lehman Procedure for Graph Classification
most recent commit 3 years ago
The 10 Most Depended On Topological Data Analysis Open Source Projects
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39latest release November 18, 2023most recent commit 4 months agopypi umap-learn} Downloads
Ripser.py ⭐ 258
A Lean Persistent Homology Library for Python
dependent packages 9total releases 21latest release August 16, 2022most recent commit 2 months agopypi ripser} Downloads
Giotto Tda ⭐ 658
A high-performance topological machine learning toolbox in Python
dependent packages 7total releases 11latest release July 09, 2021most recent commit a year agopypi giotto-tda} Downloads
Findpeaks ⭐ 174
The detection of peaks and valleys in a 1d-vector or 2d-array (image)
dependent packages 5total releases 33latest release November 19, 2023most recent commit 6 months agopypi findpeaks} Downloads
Kepler Mapper ⭐ 605
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
dependent packages 5total releases 13latest release May 12, 2021most recent commit a year agopypi kmapper} Downloads
Tadasets ⭐ 20
Synthetic data sets apt for Topological Data Analysis
dependent packages 2total releases 4latest release February 19, 2019most recent commit 2 years agopypi tadasets} Downloads
Pyflagser ⭐ 8
Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).
dependent packages 2total releases 10latest release February 12, 2021most recent commit 2 years agopypi pyflagser} Downloads
Dyneusr ⭐ 40
Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)
dependent packages 1total releases 12latest release July 18, 2022most recent commit 5 months agopypi dyneusr} Downloads
Pervect ⭐ 7
Vectorization of persistence diagrams and approximate Wasserstein distance
dependent packages 1total releases 2latest release January 29, 2020most recent commit 4 years agopypi pervect} Downloads
The 10 Latest Releases In Topological Data Analysis Open Source Projects
Mogutda ⭐ 105
Topological Data Analysis in Python: Simplicial Complex
total releases 16latest release November 23, 2023most recent commit 6 months ago
Findpeaks ⭐ 174
The detection of peaks and valleys in a 1d-vector or 2d-array (image)
dependent packages 5total releases 33latest release November 19, 2023most recent commit 6 months agopypi findpeaks} Downloads
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39latest release November 18, 2023most recent commit 4 months agopypi umap-learn} Downloads
Topogenesis ⭐ 14
Python Package for Generative Systems and Sciences
total releases 12latest release November 15, 2023most recent commit a year ago
Persistable ⭐ 31
density-based clustering for exploratory data analysis based on multi-parameter persistence
total releases 24latest release September 22, 2023most recent commit 6 months ago
Chromatic Tda ⭐ 8
Tool to compute six-packs of persistence diagrams for chromatic point clouds [packaged on PyPI]
total releases 6latest release August 31, 2023most recent commit 4 months ago
Ripser.py ⭐ 258
A Lean Persistent Homology Library for Python
dependent packages 9total releases 21latest release August 16, 2022most recent commit 2 months agopypi ripser} Downloads
Dyneusr ⭐ 40
Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)
dependent packages 1total releases 12latest release July 18, 2022most recent commit 5 months agopypi dyneusr} Downloads
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