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awesome-topological-data-analysis

A collection of awesome topological data analysis links, papers, frameworks, libraries and software. Inspired by awesome projects line. I started this collection because I wanted to have an overview of this field and keep track of anything I find interesting. This collection will also include items under the heading of computational algebraic topology, applied topology, topological signal processing etc. Feel free to send in pull-requests.

Resources

Courses

Libraries, frameworks, tools

  • PySheaf Sheaf-theoretic toolbox
  • Javaplex Persistent Homology and Topological Data Analysis Library
  • TTK Topological Data Analysis and Visualization
  • PyTDA

Books

  • tdlbook Topological Deep Learning: Going Beyond Graph Data

Videos

Websites

Other lists

Efficient algorithms (parallel etc.)

Datasets

Neuroscience

Introductory readings