Resources in topological data analysis

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Topological Data Analysis is a promising field in data analysis. Indeed, the hypothesis made on the data are much weaker than the hypothesis behind “usual” machine learning algorithms. Quarantine may be a great time for learning it ;)

This list is not exhaustive, I may have missed important resources. If so, please let me know in the comments!


Mathematical topic presentations

The following papers are great presentations of the topic:

TDA applications



A private company, Ayasdi has published many videos on the topic. Most of them are related to real world applications of TDA.

And their youtube channel has many others.




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