<!doctype html> <html> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" /> <title>pyFTS.models package — pyFTS 1.7 documentation</title> <link rel="stylesheet" type="text/css" href="_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="_static/bizstyle.css" /> <script data-url_root="./" id="documentation_options" 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/bizstyle.js"></script> <link rel="index" title="Index" href="genindex.html" /> <link rel="search" title="Search" href="search.html" /> <link rel="next" title="pyFTS.models.ensemble package" href="pyFTS.models.ensemble.html" /> <link rel="prev" title="pyFTS.hyperparam package" href="pyFTS.hyperparam.html" /> <meta 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nav-item-this"><a href="">pyFTS.models package</a></li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <section id="pyfts-models-package"> <h1>pyFTS.models package<a class="headerlink" href="#pyfts-models-package" title="Permalink to this headline">¶</a></h1> <section id="module-pyFTS.models"> <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.models" title="Permalink to this headline">¶</a></h2> <p>Fuzzy Time Series methods</p> </section> <section id="subpackages"> <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to this headline">¶</a></h2> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="pyFTS.models.ensemble.html">pyFTS.models.ensemble package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.ensemble.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.ensemble.html#pyfts-models-ensemble-ensemble-module">pyFTS.models.ensemble.ensemble module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.ensemble.html#pyfts-models-ensemble-multiseasonal-module">pyFTS.models.ensemble.multiseasonal module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.ensemble.html#module-pyFTS.models.ensemble">Module contents</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.models.incremental.html">pyFTS.models.incremental package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.incremental.html#module-pyFTS.models.incremental">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.incremental.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.incremental.html#pyfts-models-incremental-timevariant-module">pyFTS.models.incremental.TimeVariant module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.incremental.html#pyfts-models-incremental-incrementalensemble-module">pyFTS.models.incremental.IncrementalEnsemble module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.models.multivariate.html">pyFTS.models.multivariate package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.FLR">pyFTS.models.multivariate.FLR module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.common">pyFTS.models.multivariate.common module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#pyfts-models-multivariate-variable-module">pyFTS.models.multivariate.variable module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.flrg">pyFTS.models.multivariate.flrg module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.partitioner">pyFTS.models.multivariate.partitioner module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.grid">pyFTS.models.multivariate.grid module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#pyfts-models-multivariate-mvfts-module">pyFTS.models.multivariate.mvfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#pyfts-models-multivariate-wmvfts-module">pyFTS.models.multivariate.wmvfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#pyfts-models-multivariate-cmvfts-module">pyFTS.models.multivariate.cmvfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.multivariate.html#pyfts-models-multivariate-granular-module">pyFTS.models.multivariate.granular module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.models.nonstationary.html">pyFTS.models.nonstationary package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.common">pyFTS.models.nonstationary.common module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#pyfts-models-nonstationary-cvfts-module">pyFTS.models.nonstationary.cvfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.flrg">pyFTS.models.nonstationary.flrg module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#pyfts-models-nonstationary-honsfts-module">pyFTS.models.nonstationary.honsfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#pyfts-models-nonstationary-nsfts-module">pyFTS.models.nonstationary.nsfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.partitioners">pyFTS.models.nonstationary.partitioners module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.perturbation">pyFTS.models.nonstationary.perturbation module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#pyfts-models-nonstationary-util-module">pyFTS.models.nonstationary.util module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary">Module contents</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.models.seasonal.html">pyFTS.models.seasonal package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.SeasonalIndexer">pyFTS.models.seasonal.SeasonalIndexer module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#pyfts-models-seasonal-cmsfts-module">pyFTS.models.seasonal.cmsfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.common">pyFTS.models.seasonal.common module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#pyfts-models-seasonal-msfts-module">pyFTS.models.seasonal.msfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.partitioner">pyFTS.models.seasonal.partitioner module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#pyfts-models-seasonal-sfts-module">pyFTS.models.seasonal.sfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal">Module contents</a></li> </ul> </li> </ul> </div> </section> <section id="submodules"> <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-song-module"> <h2>pyFTS.models.song module<a class="headerlink" href="#pyfts-models-song-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-chen-module"> <h2>pyFTS.models.chen module<a class="headerlink" href="#pyfts-models-chen-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-yu-module"> <h2>pyFTS.models.yu module<a class="headerlink" href="#pyfts-models-yu-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-cheng-module"> <h2>pyFTS.models.cheng module<a class="headerlink" href="#pyfts-models-cheng-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-hofts-module"> <h2>pyFTS.models.hofts module<a class="headerlink" href="#pyfts-models-hofts-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-hwang-module"> <h2>pyFTS.models.hwang module<a class="headerlink" href="#pyfts-models-hwang-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-ifts-module"> <h2>pyFTS.models.ifts module<a class="headerlink" href="#pyfts-models-ifts-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-ismailefendi-module"> <h2>pyFTS.models.ismailefendi module<a class="headerlink" href="#pyfts-models-ismailefendi-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-pwfts-module"> <h2>pyFTS.models.pwfts module<a class="headerlink" href="#pyfts-models-pwfts-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-models-sadaei-module"> <h2>pyFTS.models.sadaei module<a class="headerlink" href="#pyfts-models-sadaei-module" title="Permalink to this headline">¶</a></h2> </section> </section> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <p class="logo"><a href="index.html"> <img class="logo" src="_static/logo_heading2.png" alt="Logo"/> </a></p> <h3><a href="index.html">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#">pyFTS.models package</a><ul> <li><a class="reference internal" href="#module-pyFTS.models">Module contents</a></li> <li><a class="reference internal" href="#subpackages">Subpackages</a></li> <li><a class="reference internal" href="#submodules">Submodules</a></li> <li><a class="reference internal" href="#pyfts-models-song-module">pyFTS.models.song module</a></li> <li><a class="reference internal" href="#pyfts-models-chen-module">pyFTS.models.chen module</a></li> <li><a class="reference internal" href="#pyfts-models-yu-module">pyFTS.models.yu module</a></li> <li><a class="reference internal" href="#pyfts-models-cheng-module">pyFTS.models.cheng module</a></li> <li><a class="reference internal" href="#pyfts-models-hofts-module">pyFTS.models.hofts module</a></li> <li><a class="reference internal" href="#pyfts-models-hwang-module">pyFTS.models.hwang module</a></li> <li><a class="reference internal" href="#pyfts-models-ifts-module">pyFTS.models.ifts module</a></li> <li><a class="reference internal" href="#pyfts-models-ismailefendi-module">pyFTS.models.ismailefendi module</a></li> <li><a class="reference internal" href="#pyfts-models-pwfts-module">pyFTS.models.pwfts module</a></li> <li><a class="reference internal" href="#pyfts-models-sadaei-module">pyFTS.models.sadaei module</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="pyFTS.hyperparam.html" 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