Metadata-Version: 1.1
Name: kickscore
Version: 0.1.4
Summary: A dynamic skill rating system.
Home-page: https://github.com/lucasmaystre/kickscore
Author: Lucas Maystre
Author-email: lucas@maystre.ch
License: MIT
Description: kickscore
        =========
        
        |build-status| |coverage|
        
        ``kickscore`` is the dynamic skill rating system powering `Kickoff.ai
        <https://kickoff.ai/>`_.
        
        In short, ``kickscore`` can be used to understand & visualize the skill of
        players (or teams) competing in pairwise matches, and to predict outcomes of
        future matches. It extends the `Elo rating system
        <https://en.wikipedia.org/wiki/Elo_rating_system>`_ and `TrueSkill
        <https://en.wikipedia.org/wiki/TrueSkill>`_.
        
        |nba-history|
        
        Getting started
        ---------------
        
        To install the latest release directly from PyPI, simply type::
        
            pip install kickscore
        
        To get started, you might want to explore one of these notebooks:
        
        - `Basic example illustrating the API <examples/kickscore-basics.ipynb>`_
          (`interactive version
          <https://colab.research.google.com/github/lucasmaystre/kickscore/blob/master/examples/kickscore-basics.ipynb>`__)
        - `Visualizing the history of the NBA <examples/nba-history.ipynb>`_
          (`interactive version
          <https://colab.research.google.com/github/lucasmaystre/kickscore/blob/master/examples/nba-history.ipynb>`__)
        
        References
        ----------
        
        - Lucas Maystre, Victor Kristof, Matthias Grossglauser,
          `Pairwise Comparisons with Flexible Time-Dynamics`_, KDD 2019
        
        
        .. _Pairwise Comparisons with Flexible Time-Dynamics:
           https://arxiv.org/abs/1903.07746
        
        .. |build-status| image:: https://travis-ci.org/lucasmaystre/kickscore.svg?branch=master
           :alt: build status
           :scale: 100%
           :target: https://travis-ci.org/lucasmaystre/kickscore
        
        .. |coverage| image:: https://codecov.io/gh/lucasmaystre/kickscore/branch/master/graph/badge.svg
           :alt: code coverage
           :scale: 100%
           :target: https://codecov.io/gh/lucasmaystre/kickscore
        
        .. |nba-history| image:: https://lum-public.s3-eu-west-1.amazonaws.com/kickscore-nba-history.svg
           :alt: evolution of NBA teams' skill over history
           :scale: 100%
        
Keywords: elo ranking skill score rating strength game comparison match
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Games/Entertainment
