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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.