Code Monkey home page Code Monkey logo

atol's Introduction

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.

atol's People

Contributors

martinroyer avatar nphilou avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.