The Gudhi library is an open source library for Computational Topology and Topological Data Analysis (TDA). It offers state-of-the-art algorithms to construct various types of simplicial complexes, data structures to represent them, and algorithms to compute geometric approximations of shapes and persistent homology.

The GUDHI library offers the following interoperable modules:

  • Complexes:

    • Cubical

    • Simplicial: Rips, Witness, Alpha and Čech complexes

    • Cover: Nerve and Graph induced complexes

  • Data structures and basic operations:

    • Simplex tree, Skeleton blockers and Toplex map

    • Construction, update, filtration and simplification

  • Topological descriptors computation

  • Manifold reconstruction

  • Topological descriptors tools:

    • Bottleneck distance

    • Statistical tools

    • Persistence diagram and barcode

For more information about Topological Data Analysis and its workflow, please refer to the Wikipedia TDA dedicated page.

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  • Released:
Latest release

1 maintainer

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Avatar for VincentRouvreau from gravatar.com VincentRouvreau

Credits

Author: GUDHI Editorial Board <https://gudhi.inria.fr/contact/>

Requires

Python >=3.10

Tags

topological data analysis persistent homology persistence diagrams mapper simplicial complex manifold reconstruction machine learning classification deep-learning

Classifiers

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
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Avatar for VincentRouvreau from gravatar.com VincentRouvreau

Credits

Author: GUDHI Editorial Board <https://gudhi.inria.fr/contact/>

Requires

Python >=3.10

Tags

topological data analysis persistent homology persistence diagrams mapper simplicial complex manifold reconstruction machine learning classification deep-learning

Classifiers

Release files for gudhi 3.13.0

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gudhi-3.13.0-cp314-cp314-win_amd64.whl 4.0 MB Without provenance CPython 3.14 CPython 3.14 Windows x86-64 Details
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gudhi-3.13.0-cp313-cp313-win_amd64.whl 3.9 MB Without provenance CPython 3.13 CPython 3.13 Windows x86-64 Details
gudhi-3.13.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.5 MB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
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gudhi-3.13.0-cp312-cp312-win_amd64.whl 3.9 MB Without provenance CPython 3.12 CPython 3.12 Windows x86-64 Details
gudhi-3.13.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.5 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
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gudhi-3.13.0-cp311-cp311-win_amd64.whl 3.9 MB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details
gudhi-3.13.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.5 MB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
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gudhi-3.13.0-cp310-cp310-win_amd64.whl 3.9 MB Without provenance CPython 3.10 CPython 3.10 Windows x86-64 Details
gudhi-3.13.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.5 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details

Total release size: 76.4 MB

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3.14.0a2

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