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<!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 — 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> »</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>
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