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.

Project links

Key dates

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  • 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

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Release files for gudhi 3.13.0

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gudhi-3.13.0-cp314-cp314-win_amd64.whl 4.0 MB CPython 3.14 CPython 3.14 Windows x86-64 Details
gudhi-3.13.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 4.5 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
gudhi-3.13.0-cp314-cp314-macosx_14_0_universal2.whl 8.6 MB CPython 3.14 CPython 3.14 macOS 14.0+ universal2 (ARM64, x86-64) Details
gudhi-3.13.0-cp313-cp313-win_amd64.whl 3.9 MB 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 CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
gudhi-3.13.0-cp313-cp313-macosx_14_0_universal2.whl 8.6 MB CPython 3.13 CPython 3.13 macOS 14.0+ universal2 (ARM64, x86-64) Details
gudhi-3.13.0-cp312-cp312-win_amd64.whl 3.9 MB 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 CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
gudhi-3.13.0-cp312-cp312-macosx_14_0_universal2.whl 8.6 MB CPython 3.12 CPython 3.12 macOS 14.0+ universal2 (ARM64, x86-64) Details
gudhi-3.13.0-cp311-cp311-win_amd64.whl 3.9 MB 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 CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
gudhi-3.13.0-cp311-cp311-macosx_14_0_universal2.whl 8.6 MB CPython 3.11 CPython 3.11 macOS 14.0+ universal2 (ARM64, x86-64) Details
gudhi-3.13.0-cp310-cp310-win_amd64.whl 3.9 MB 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 CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details

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