<!doctype html> <html> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0"><script type="text/javascript"> var _gaq = _gaq || []; _gaq.push(['_setAccount', 'UA-55120145-3']); _gaq.push(['_trackPageview']); (function() { var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js'; var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s); })(); </script> <title>pyFTS - Fuzzy Time Series for Python — pyFTS 1.6 documentation</title> <link rel="stylesheet" href="_static/bizstyle.css" type="text/css" /> <link rel="stylesheet" href="_static/pygments.css" type="text/css" /> <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/doctools.js"></script> <script src="_static/language_data.js"></script> <script src="_static/bizstyle.js"></script> <link rel="index" title="Index" href="genindex.html" /> <link rel="search" title="Search" href="search.html" /> <link rel="next" title="pyFTS Quick Start" href="quickstart.html" /> <meta name="viewport" content="width=device-width,initial-scale=1.0"> <!--[if lt IE 9]> <script src="_static/css3-mediaqueries.js"></script> <![endif]--> </head><body> <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="quickstart.html" title="pyFTS Quick Start" accesskey="N">next</a> |</li> <li class="nav-item nav-item-0"><a href="#">pyFTS 1.6 documentation</a> »</li> <li class="nav-item nav-item-this"><a href="">pyFTS - Fuzzy Time Series for Python</a></li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <div class="section" id="pyfts-fuzzy-time-series-for-python"> <h1>pyFTS - Fuzzy Time Series for Python<a class="headerlink" href="#pyfts-fuzzy-time-series-for-python" title="Permalink to this headline">¶</a></h1> <div class="section" id="what-is-pyfts-library"> <h2>What is pyFTS Library?<a class="headerlink" href="#what-is-pyfts-library" title="Permalink to this headline">¶</a></h2> <img alt="https://img.shields.io/badge/License-GPLv3-blue.svg" src="https://img.shields.io/badge/License-GPLv3-blue.svg" /><img alt="https://img.shields.io/badge/Made%20with-Python-1f425f.svg" src="https://img.shields.io/badge/Made%20with-Python-1f425f.svg" /><style> #forkongithub a{ background:#000; color:#fff; text-decoration:none; font-family:arial,sans-serif; text-align:center;font-weight:bold;padding:5px 40px;font-size:1rem;line-height:2rem;position:relative;transition:0.5s;}#forkongithub a:hover{background:#c11;color:#fff;} #forkongithub a::before,#forkongithub a::after{content:"";width:100%;display:block;position:absolute;top:1px;left:0;height:1px;background:#fff;} #forkongithub a::after{bottom:1px;top:auto;}@media screen and (min-width:800px){ #forkongithub{position:fixed;display:block;top:0;right:0;width:200px;overflow:hidden;height:200px;z-index:9999;} #forkongithub a{width:200px;position:absolute;top:60px;right:-60px;transform:rotate(45deg);-webkit-transform:rotate(45deg);-ms-transform:rotate(45deg);-moz-transform:rotate(45deg);-o-transform:rotate(45deg);box-shadow:4px 4px 10px rgba(0,0,0,0.8);}} </style> <span id="forkongithub"><a href="https://github.com/PYFTS/pyFTS">Fork me on GitHub</a></span><p>This package is intended for students, researchers, data scientists or whose want to exploit the Fuzzy Time Series methods. These methods provide simple, easy to use, computationally cheap and human-readable models, suitable from statistic laymans to experts.</p> <p>This tool is developed on <a class="reference external" href="http://www.minds.eng.ufmg.br/">MINDS Lab</a>, headed by Prof. Frederico Gadelha Guimarães from <a class="reference external" href="https://www.ppgee.ufmg.br/">Electrical Engineering Departament</a> of <a class="reference external" href="https://ufmg.br/">Federal University of Minas Gerais (UFMG)</a> at Brazil. Also colaborate with this tool the Brazilian instituitions <a class="reference external" href="http://www.ifnmg.edu.br">Federal Institute of North of Minas Gerais (IFNMG)</a> and <a class="reference external" href="http://www.ifmg.edu.br">Federal Institute of Minas Gerais (IFMG)</a> .</p> <center> <table><tr><td> <a href="http://www.minds.eng.ufmg.br/"><img src="https://github.com/petroniocandido/pyFTS/raw/master/img/minds_logo_medium.jpeg" alt="MINDS - Machine Intelligence and Data Science Lab" width="100"/></a></td> <td> </td> <td><a href="https://www.ufmg.br/"><img src="https://www.ufmg.br/marca/ass3.jpg" alt="UFMG" width="100"/></a></td> <td> </td> <td><a href="https://www.ifnmg.edu.br/"><img src="https://www.ifnmg.edu.br/arquivos/2016/reitoria/Not%C3%ADcias/ifnmg_vertical_jpg.jpg" alt="IFNMG" width="130"/></a></td> <td> </td> <td><a href="https://www.ifmg.edu.br/"><img src="http://www.ifmg.edu.br/portal/imagens/logovertical.jpg" alt="IFMG" width="100"/></a></td> </tr> </table> </center><div class="toctree-wrapper compound"> <p class="caption"><span class="caption-text">API Documentation:</span></p> <ul> <li class="toctree-l1"><a class="reference internal" href="quickstart.html">pyFTS Quick Start</a><ul> <li class="toctree-l2"><a class="reference internal" href="quickstart.html#how-to-install-pyfts">How to install pyFTS?</a></li> <li class="toctree-l2"><a class="reference internal" href="quickstart.html#what-are-fuzzy-time-series-fts">What are Fuzzy Time Series (FTS)?</a></li> <li class="toctree-l2"><a class="reference internal" href="quickstart.html#usage-examples">Usage examples</a></li> <li class="toctree-l2"><a class="reference internal" href="quickstart.html#a-short-tutorial-on-fuzzy-time-series">A short tutorial on Fuzzy Time Series</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="modules.html">pyFTS</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.html">pyFTS package</a><ul> <li class="toctree-l3"><a class="reference internal" href="pyFTS.html#subpackages">Subpackages</a></li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.html#submodules">Submodules</a></li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.html#module-pyFTS.conf">pyFTS.conf module</a></li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.html#module-pyFTS">Module contents</a></li> </ul> </li> </ul> </li> </ul> </div> </div> <div class="section" id="how-to-reference-pyfts"> <h2>How to reference pyFTS?<a class="headerlink" href="#how-to-reference-pyfts" title="Permalink to this headline">¶</a></h2> <a class="reference external image-reference" href="https://doi.org/10.5281/zenodo.597359"><img alt="https://zenodo.org/badge/DOI/10.5281/zenodo.597359.svg" src="https://zenodo.org/badge/DOI/10.5281/zenodo.597359.svg" /></a> <p>Silva, P. C. L. et al. <em>pyFTS: Fuzzy Time Series for Python.</em> Belo Horizonte. 2018. DOI: 10.5281/zenodo.597359. Url: <<a class="reference external" href="https://doi.org/10.5281/zenodo.597359">https://doi.org/10.5281/zenodo.597359</a>></p> </div> <div class="section" id="indexes"> <h2>Indexes<a class="headerlink" href="#indexes" title="Permalink to this headline">¶</a></h2> <ul class="simple"> <li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li> <li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li> <li><p><a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></p></li> </ul> </div> </div> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <h3><a href="#">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#">pyFTS - Fuzzy Time Series for Python</a><ul> <li><a class="reference internal" href="#what-is-pyfts-library">What is pyFTS Library?</a></li> <li><a class="reference internal" href="#how-to-reference-pyfts">How to reference pyFTS?</a></li> <li><a class="reference internal" href="#indexes">Indexes</a></li> </ul> </li> </ul> <h4>Next topic</h4> <p class="topless"><a href="quickstart.html" title="next chapter">pyFTS Quick Start</a></p> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="_sources/index.rst.txt" rel="nofollow">Show Source</a></li> </ul> </div> <div id="searchbox" style="display: none" role="search"> <h3 id="searchlabel">Quick search</h3> <div class="searchformwrapper"> <form class="search" action="search.html" method="get"> <input type="text" name="q" aria-labelledby="searchlabel" /> <input type="submit" value="Go" /> </form> </div> </div> <script>$('#searchbox').show(0);</script> </div> </div> <div class="clearer"></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" >index</a></li> <li class="right" > <a href="py-modindex.html" title="Python Module Index" >modules</a> |</li> <li class="right" > <a href="quickstart.html" title="pyFTS Quick Start" >next</a> |</li> <li class="nav-item nav-item-0"><a href="#">pyFTS 1.6 documentation</a> »</li> <li class="nav-item nav-item-this"><a href="">pyFTS - Fuzzy Time Series for Python</a></li> </ul> </div> <div class="footer" role="contentinfo"> © Copyright 2018, Machine Intelligence and Data Science Laboratory - UFMG - Brazil. 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