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

• Computational algebraic topology
• Topological data analysis
• Computational Topology Utah
• Computational Topology Utah
• Notes du cours de Topologie Algorithmique
• Category practice and theory
• Computational Algebraic Topology - course at the University of Oxford

Libraries, frameworks, tools

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

Videos

• Applied Algebraic Topology Network YouTube channel

Websites

• Applied Algebraic Topology Research Network

Other lists

• Algebraic Topology and neuroscience: a bibliography
• List of resources for TDA

Efficient algorithms (parallel etc.)

Datasets

Neuroscience

• Hippocampus data set

Introductory readings