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atol: python3 package for ATOL: Automatic Topologically-Oriented Learning

Author: Martin Royer Copyright: INRIA

Description

atol is a python package implementing an automatic featurisation procedure for TDA that enhances learning problems. It is based on the ATOL paper https://hal.archives-ouvertes.fr/hal-02296513. It contains a notebook with short usage demonstration 'atol-demo.ipynb'. Install with:

$ git clone https://github.com/martinroyer/atol
$ cd atol
$ (sudo) pip install .

Dependencies

We use the data folder and functions from the 'perslay' repository: https://github.com/MathieuCarriere/perslay, so this package should be installed at the same level as atol for instance.

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