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| author | Gard Spreemann <gspr@nonempty.org> | 2020-08-11 13:55:57 +0200 |
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| committer | Gard Spreemann <gspr@nonempty.org> | 2020-08-11 13:55:57 +0200 |
| commit | 1c05c20d7cf92c96b5036620cc892cb956c96785 (patch) | |
| tree | 8ae9a9396ea2b97f617915b8730632917cf786ec /src/python/introduction.rst | |
| parent | 9b3079646ee3f6a494b83e864b3e10b8a93597d0 (diff) | |
| parent | 92fe082aed387ef050d5077157daea9ee3a7c7f4 (diff) | |
Merge tag 'tags/gudhi-release-3.3.0' into dfsg/latest
Diffstat (limited to 'src/python/introduction.rst')
| -rw-r--r-- | src/python/introduction.rst | 24 |
1 files changed, 24 insertions, 0 deletions
diff --git a/src/python/introduction.rst b/src/python/introduction.rst new file mode 100644 index 00000000..11c06ac5 --- /dev/null +++ b/src/python/introduction.rst @@ -0,0 +1,24 @@ +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 <https://en.wikipedia.org/wiki/Topological_data_analysis>`_. |