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@scikit-tda

Scikit-TDA

Topological Data Analysis for the Python ecosystem.
README.md

Scikit-TDA

Scikit-TDA is a home for Topological Data Analysis (TDA) libraries in python. Our intention is to help non-topologists get started and gain intuition with a variety of notebooks and tutorials. Our aim is to provide a library of TDA tools in python that are widely useable and easily approachable.

Libraries

Scikit-TDA consists of a variety of packages with efficient and optimized implementations of commonly used TDA algorithms.

  • ripser.py: A lean persistent homology library for python based on ripser.
  • kepler-mapper: A flexible python implementation of the Mapper algorithm.
  • persim: Distances and representations of persistence diagrams.
  • cechmate: Custom filtration constructors for python.
  • tadasets: Synthetic datasets for TDA benchmarking and exploration.

Documentation

For complete documentation, please check out docs.scikit-tda.org.

Pinned Loading

  1. scikit-tda scikit-tda Public

    Topological Data Analysis for Python🐍

    Python 539 54

  2. kepler-mapper kepler-mapper Public

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

    Python 634 185

  3. ripser.py ripser.py Public

    A Lean Persistent Homology Library for Python

    C++ 294 62

  4. persim persim Public

    Distances and representations of persistence diagrams

    Python 127 55

  5. cechmate cechmate Public

    Custom filtration constructors for Python

    Python 22 12

  6. tadasets tadasets Public

    Synthetic data sets apt for Topological Data Analysis

    Python 36 7

Repositories

Showing 10 of 15 repositories
  • ripser.py Public

    A Lean Persistent Homology Library for Python

    scikit-tda/ripser.py’s past year of commit activity
    C++ 294 62 15 5 Updated Mar 31, 2025
  • tadasets Public

    Synthetic data sets apt for Topological Data Analysis

    scikit-tda/tadasets’s past year of commit activity
    Python 36 MIT 7 7 1 Updated Mar 29, 2025
  • cechmate Public

    Custom filtration constructors for Python

    scikit-tda/cechmate’s past year of commit activity
    Python 22 MIT 12 7 6 Updated Mar 24, 2025
  • .github Public

    Community health files for Scikit-TDA

    scikit-tda/.github’s past year of commit activity
    0 0 0 0 Updated Mar 20, 2025
  • persim Public

    Distances and representations of persistence diagrams

    scikit-tda/persim’s past year of commit activity
    Python 127 MIT 55 5 3 Updated Mar 12, 2025
  • DREiMac Public

    Dimensionality Reduction with Eilenberg-MacLane Coordinates

    scikit-tda/DREiMac’s past year of commit activity
    Python 41 Apache-2.0 14 1 1 Updated Sep 10, 2024
  • scikit-tda Public

    Topological Data Analysis for Python🐍

    scikit-tda/scikit-tda’s past year of commit activity
    Python 539 54 4 0 Updated Jul 19, 2024
  • kepler-mapper Public

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

    scikit-tda/kepler-mapper’s past year of commit activity
    Python 634 MIT 185 26 (2 issues need help) 5 Updated Jul 6, 2024
  • sktda-docs-config Public

    Settings common across all scikit-tda doc sites

    scikit-tda/sktda-docs-config’s past year of commit activity
    HTML 0 0 0 0 Updated Jan 9, 2021
  • pervect Public

    Vectorization of persistence diagrams and approximate Wasserstein distance

    scikit-tda/pervect’s past year of commit activity
    Jupyter Notebook 27 BSD-3-Clause 0 2 0 Updated Feb 25, 2020
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