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mlstatpy

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Better mathematical expression (#52)

xxadupre committed 3 months ago
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Rewrites if len(..) == 0 into if .. (#48)

xxadupre committed a year ago
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README

The README file for this repository.

.. image:: https://github.com/sdpython/sphinx-runpython/raw/main/_doc/_static/logo.png :width: 120

mlstatpy: détours mathématiques autour du machine learning

.. image:: https://ci.appveyor.com/api/projects/status/5env33qptorgshaq?svg=true :target: https://ci.appveyor.com/project/sdpython/mlstatpy :alt: Build Status Windows

.. image:: https://circleci.com/gh/sdpython/mlstatpy/tree/main.svg?style=svg :target: https://circleci.com/gh/sdpython/mlstatpy/tree/main

.. image:: https://badge.fury.io/py/mlstatpy.svg :target: https://pypi.org/project/mlstatpy/

.. image:: https://img.shields.io/badge/license-MIT-blue.svg :alt: MIT License :target: https://opensource.org/license/MIT/

.. image:: https://codecov.io/github/sdpython/mlstatpy/coverage.svg :target: https://codecov.io/github/sdpython/mlstatpy/

.. image:: http://img.shields.io/github/issues/sdpython/mlstatpy.png :alt: GitHub Issues :target: https://github.com/sdpython/mlstatpy/issues

Le module contient essentiellement des digressions mathématiques autour du machine learning. Parmi les choses intéressantes, une courbe ROC avec intervalle de confiance, détection automatique de segment dans une image, un algorithme d'autocomplétion, une distance d'édition entre graphes, des petites choses pour les données de Wikipedia, un algorithme de conversion d'un arbre de décision en réseaux de neurones.

The package mostly contains documentation. It also implements some code rarely needed such as ROC curve with bandwidth, automated segment detection in a image, some simple autocomplete algorithm, a graph edit distance, some helpers on Wikipedia data, an algorithm to convert decision trees into neural network.

  • documentation <https://sdpython.github.io/doc/mlstatpy/dev/>_