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An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists

Frédéric Chazal 1 Bertrand Michel 1, 2
1 DATASHAPE - Understanding the Shape of Data
CRISAM - Inria Sophia Antipolis - Méditerranée , Inria Saclay - Ile de France
Abstract : Topological Data Analysis (TDA)is a recent and fast growing field providing a set of new topological and geometric tools to infer relevant features for possibly complex data. This paper is a brief introduction, through a few selected topics, to basic fundamental and practical aspects of TDA for non experts.
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https://hal.inria.fr/hal-01614384
Contributor : Frédéric Chazal <>
Submitted on : Tuesday, October 10, 2017 - 6:17:39 PM
Last modification on : Monday, December 14, 2020 - 5:02:54 PM
Long-term archiving on: : Thursday, January 11, 2018 - 2:12:30 PM

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  • HAL Id : hal-01614384, version 1
  • ARXIV : 1710.04019

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Frédéric Chazal, Bertrand Michel. An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists. 2017. ⟨hal-01614384⟩

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