Skip to content

scikit-multilearn/scikit-multilearn.github.io

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

62 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

<!DOCTYPE html>

<html xmlns="http://www.w3.org/1999/xhtml">
  <head>
    <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
    <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
    <title>scikit-multilearn: Multi-Label Classification in Python &#8212; Multi-Label Classification for Python</title>
    <link rel="stylesheet" href="_static/" type="text/css" />
    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
    <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
    <script type="text/javascript" src="_static/jquery.js"></script>
    <script type="text/javascript" src="_static/underscore.js"></script>
    <script type="text/javascript" src="_static/doctools.js"></script>
    <link rel="index" title="Index" href="genindex.html" />
    <link rel="search" title="Search" href="search.html" />
    <link rel="prev" title="Developer documentation" href="developer.html" />
<meta content="True" name="HandheldFriendly">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0">
<meta name="twitter:card" content="summary">
<meta name="twitter:site" content="@scikitml">
<meta name="twitter:title" content="scikit-multilearn">
<meta name="twitter:description" content="A native Python implementation of a variety of multi-label classification algorithms. Includes a Meka, MULAN, Weka wrapper. BSD licensed.">
<meta name="keywords" content="scikit-multilearn, multi-label classification, clustering, python, machinelearning">
<meta property="og:title" content="scikit-multilearn | Multi-label classification package for python" />
<meta property="og:description" content="A native Python implementation of a variety of multi-label classification algorithms. Includes a Meka, MULAN, Weka wrapper. BSD licensed." />
<!-- Compiled and minified CSS -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0-rc.2/css/materialize.min.css">
<link rel="stylesheet" href="/_static/custom.css">
<link href="https://fonts.googleapis.com/css?family=IBM+Plex+Mono|IBM+Plex+Sans|IBM+Plex+Sans+Condensed|IBM+Plex+Serif" rel="stylesheet">
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.2.0/css/all.css" integrity="sha384-hWVjflwFxL6sNzntih27bfxkr27PmbbK/iSvJ+a4+0owXq79v+lsFkW54bOGbiDQ" crossorigin="anonymous">


<!-- Compiled and minified JavaScript -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0-rc.2/js/materialize.min.js"></script>

<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-51136636-1"></script>
<script>
  window.dataLayer = window.dataLayer || [];
  function gtag(){dataLayer.push(arguments);}
  gtag('js', new Date());

  gtag('config', 'UA-51136636-1');
</script>


  </head><body>
<div class="navbar-fixed">

  <nav>
    <div class="nav-wrapper container">
      <a href="index.html" class="brand-logo">scikit-multilearn</a>
      <ul id="nav-mobile" class="right hide-on-med-and-down">
        <li><a href="userguide.html">User Guide</a></li>
        <li><a href="api/skmultilearn.html">Reference</a></li>
        <li><a href="https://github.com/scikit-multilearn/scikit-multilearn">Github</a></li>
        <li><a href="https://pypi.org/project/scikit-multilearn">PyPi</a></li>
        <li id="navbar-about"><a href="authors.html">About</a></li>
      </ul>
    </div>
  </nav>
</div>


<!-- this is a replacement -->

<div class="container">
  <div class="row">
    <!-- Table of contents -->
    <div class="col hide-on-small-only m3 xl2">
      <div class="toc-wrapper">
        <div style="height: 1px;">
          <ul class="section table-of-contents">
            <ul>
<li><a class="reference internal" href="#">License</a><ul>
<li><a class="reference internal" href="#gpl-library-dependency">GPL library dependency</a></li>
</ul>
</li>
</ul>

          </ul>
        </div>
      </div>
    </div>
    <div class="main-text section col s12 m8 offset-m1 xl9 offset-xl3">

      
  <div class="section" id="license">
<h1>License<a class="headerlink" href="#license" title="Permalink to this headline">¶</a></h1>
<p>Scikit-multilearn follows the widely employed copyleft licensing of the scikit
community and is licensed BSD 2-Clause “Simplified” License. You can:</p>
<ul class="simple">
<li>Use, copy and distribute the unmodified source or binary forms of the licensed program</li>
<li>Use, copy and distribute modified source or binary forms of the licensed program, provided that all distributed copies are accompanied by the license</li>
</ul>
<a class="btn" href="https://choosealicense.com/licenses/bsd-2-clause/">Learn mode</a><div class="section" id="gpl-library-dependency">
<h2>GPL library dependency<a class="headerlink" href="#gpl-library-dependency" title="Permalink to this headline">¶</a></h2>
<p>Some of the sub-functionalities of the library uses and depends on GPL-licensed libraries:</p>
<ul class="simple">
<li><code class="xref py py-mod docutils literal notranslate"><span class="pre">skmultilearn.cluster.graphtool</span></code> depends on GPL licensed <a class="reference external" href="https://graph-tool.skewed.de/">python-graphtool</a> module for Stochastic Blockmodel functionality</li>
<li><code class="xref py py-mod docutils literal notranslate"><span class="pre">skmultilearn.cluster.igraph</span></code> depends on GPL licensed <a class="reference external" href="http://igraph.org/python/">python-igraph</a> module for community detection methods</li>
</ul>
<p>Using any of these modules incurs GPL on your codebase, thus for commercial purposes for network-based label space division
you should be using the <code class="xref py py-mod docutils literal notranslate"><span class="pre">skmultilearn.cluster.networkx</span></code> module which is depends on the well known BSD-licensed liibrary <a class="reference external" href="https://networkx.github.io">NetworkX</a>.</p>
<p>Note that none of these libraries are installed by default.</p>
</div>
</div>


    </div>
  </div>

</div>
    <div class="related" role="navigation" aria-label="related navigation">
      <h3>Navigation</h3>
      <ul>
        <li class="right" style="margin-right: 10px">
          <a href="genindex.html" title="General Index"
             accesskey="I">index</a></li>
        <li class="right" >
          <a href="py-modindex.html" title="Python Module Index"
             >modules</a> |</li>
        <li class="right" >
          <a href="developer.html" title="Developer documentation"
             accesskey="P">previous</a> |</li>
        <li class="nav-item nav-item-0"><a href="index.html">scikit-multilearn</a> &#187;</li> 
      </ul>
    </div>
<footer class="page-footer blue-grey darken-4">
  <div class="container">
    <div class="row  ">
      <div class="col l6 s12">
        <h5 class="white-text">Cite US!</h5>
        <p>If you use scikit-multilearn in your research and publish it, please consider citing us, it will help us get funding for making the library better. The paper is available on <a href="https://arxiv.org/abs/1702.01460">arXiv</a>, to cite it try the Bibtex code on the right.</p>
      </div>
      <div class="col l4 s12">
        <pre><code>
        
        @ARTICLE{2017arXiv170201460S,
          author = {{Szyma{\'n}ski}, P. and {Kajdanowicz}, T.},
          title = "{A scikit-based Python environment for performing multi-label classification}",
          journal = {ArXiv e-prints},
          archivePrefix = "arXiv",
          eprint = {1702.01460},
          primaryClass = "cs.LG",
          keywords = {Computer Science - Learning, Computer Science - Mathematical Software},
          year = 2017,
          month = feb,
        }
        
      </code></pre>
      </div>
    </div>
  </div>
  <div class="footer-copyright blue-grey darken-4">
    <div class="container">
        Created using <a href="http://sphinx.pocoo.org/">Sphinx</a> 1.8.2.
      <span style="padding-left: 5ex;">
        <a href="_sources/license.rst.txt"
         rel="nofollow">Show this page source</a>
      </span>
    </div>
  </div>
</footer>
<!-- Place this tag in your head or just before your close body tag. -->
<script async defer src="https://buttons.github.io/buttons.js"></script>
  </body>
</html>