<!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" /><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 ? 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package" href="pyFTS.benchmarks.html" /> <link rel="prev" title="pyFTS" href="modules.html" /> <meta name="viewport" content="width=device-width,initial-scale=1.0"> <!--[if lt IE 9]> <script type="text/javascript" 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="pyFTS.benchmarks.html" title="pyFTS.benchmarks package" accesskey="N">next</a> |</li> <li class="right" > <a href="modules.html" title="pyFTS" accesskey="P">previous</a> |</li> <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.4 documentation</a> »</li> <li class="nav-item nav-item-1"><a href="modules.html" accesskey="U">pyFTS</a> »</li> </ul> </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 package</a><ul> <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="#module-pyFTS.conf">pyFTS.conf module</a></li> <li><a class="reference internal" href="#module-pyFTS">Module contents</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="modules.html" title="previous chapter">pyFTS</a></p> <h4>Next topic</h4> <p class="topless"><a href="pyFTS.benchmarks.html" title="next chapter">pyFTS.benchmarks package</a></p> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="_sources/pyFTS.rst.txt" rel="nofollow">Show Source</a></li> </ul> </div> <div id="searchbox" style="display: none" role="search"> <h3>Quick search</h3> <div class="searchformwrapper"> <form class="search" action="search.html" method="get"> <input type="text" name="q" /> <input type="submit" value="Go" /> <input type="hidden" name="check_keywords" value="yes" /> <input type="hidden" name="area" value="default" /> </form> </div> </div> <script type="text/javascript">$('#searchbox').show(0);</script> </div> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <div class="section" id="pyfts-package"> <h1>pyFTS package<a class="headerlink" href="#pyfts-package" title="Permalink to this headline">¶</a></h1> <div class="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.benchmarks.html">pyFTS.benchmarks package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.benchmarks">pyFTS.benchmarks.benchmarks module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.Measures">pyFTS.benchmarks.Measures module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.ResidualAnalysis">pyFTS.benchmarks.ResidualAnalysis module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.Util">pyFTS.benchmarks.Util module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.arima">pyFTS.benchmarks.arima module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.knn">pyFTS.benchmarks.knn module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.naive">pyFTS.benchmarks.naive module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.quantreg">pyFTS.benchmarks.quantreg module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.common.html">pyFTS.common package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Composite">pyFTS.common.Composite module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.FLR">pyFTS.common.FLR module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.FuzzySet">pyFTS.common.FuzzySet module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Membership">pyFTS.common.Membership module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.SortedCollection">pyFTS.common.SortedCollection module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Transformations">pyFTS.common.Transformations module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Util">pyFTS.common.Util module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.flrg">pyFTS.common.flrg module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.fts">pyFTS.common.fts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.tree">pyFTS.common.tree module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.data.html">pyFTS.data package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.common">pyFTS.data.common module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#datasets">Datasets</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.AirPassengers">AirPassengers dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Bitcoin">Bitcoin dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.DowJones">DowJones dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Enrollments">Enrollments dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Ethereum">Ethereum dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.EURGBP">EUR-GBP dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.EURUSD">EUR-USD dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.GBPUSD">GBP-USD dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.INMET">INMET dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Malaysia">Malaysia dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.NASDAQ">NASDAQ module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.SONDA">SONDA dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.SP500">S&P 500 dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.TAIEX">TAIEX dataset</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.artificial">pyFTS.data.artificial module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.henon">Henon chaotic time series</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.logistic_map">Logistic_map chaotic time series</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.lorentz">Lorentz chaotic time series</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.mackey_glass">Mackey-Glass chaotic time series</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.rossler">Rossler chaotic time series</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.sunspots">Sunspots dataset</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.hyperparam.html">pyFTS.hyperparam package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.hyperparam.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam.Util">pyFTS.hyperparam.Util module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam.GridSearch">pyFTS.hyperparam.GridSearch module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.models.html">pyFTS.models package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#subpackages">Subpackages</a><ul> <li class="toctree-l3"><a class="reference internal" href="pyFTS.models.ensemble.html">pyFTS.models.ensemble package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.ensemble.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.ensemble.html#module-pyFTS.models.ensemble.ensemble">pyFTS.models.ensemble.ensemble module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.ensemble.html#module-pyFTS.models.ensemble.multiseasonal">pyFTS.models.ensemble.multiseasonal module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.ensemble.html#module-pyFTS.models.ensemble">Module contents</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.models.incremental.html">pyFTS.models.incremental package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.incremental.html#module-pyFTS.models.incremental">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.incremental.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.incremental.html#pyfts-models-incremental-retrainer-module">pyFTS.models.incremental.Retrainer module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.models.multivariate.html">pyFTS.models.multivariate package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.FLR">pyFTS.models.multivariate.FLR module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.common">pyFTS.models.multivariate.common module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.variable">pyFTS.models.multivariate.variable module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.flrg">pyFTS.models.multivariate.flrg module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.mvfts">pyFTS.models.multivariate.mvfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.wmvfts">pyFTS.models.multivariate.wmvfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.cmvfts">pyFTS.models.multivariate.cmvfts module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.models.nonstationary.html">pyFTS.models.nonstationary package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.common">pyFTS.models.nonstationary.common module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.cvfts">pyFTS.models.nonstationary.cvfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.flrg">pyFTS.models.nonstationary.flrg module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.honsfts">pyFTS.models.nonstationary.honsfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.nsfts">pyFTS.models.nonstationary.nsfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.partitioners">pyFTS.models.nonstationary.partitioners module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.perturbation">pyFTS.models.nonstationary.perturbation module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary.util">pyFTS.models.nonstationary.util module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.nonstationary.html#module-pyFTS.models.nonstationary">Module contents</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.models.seasonal.html">pyFTS.models.seasonal package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.SeasonalIndexer">pyFTS.models.seasonal.SeasonalIndexer module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.cmsfts">pyFTS.models.seasonal.cmsfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.common">pyFTS.models.seasonal.common module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.msfts">pyFTS.models.seasonal.msfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.partitioner">pyFTS.models.seasonal.partitioner module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal.sfts">pyFTS.models.seasonal.sfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.seasonal.html#module-pyFTS.models.seasonal">Module contents</a></li> </ul> </li> </ul> </li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.song">pyFTS.models.song module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.chen">pyFTS.models.chen module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.yu">pyFTS.models.yu module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.cheng">pyFTS.models.cheng module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.hofts">pyFTS.models.hofts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.hwang">pyFTS.models.hwang module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.ifts">pyFTS.models.ifts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.ismailefendi">pyFTS.models.ismailefendi module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.pwfts">pyFTS.models.pwfts module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.sadaei">pyFTS.models.sadaei module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.partitioners.html">pyFTS.partitioners package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.partitioner">pyFTS.partitioners.partitioner module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Grid">pyFTS.partitioners.Grid module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Huarng">pyFTS.partitioners.Huarng module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Singleton">pyFTS.partitioners.Singleton module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Simple">pyFTS.partitioners.Simple module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Util">pyFTS.partitioners.Util module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.parallel_util">pyFTS.partitioners.parallel_util module</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="pyFTS.probabilistic.html">pyFTS.probabilistic package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic">Module contents</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.probabilistic.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic.ProbabilityDistribution">pyFTS.probabilistic.ProbabilityDistribution module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic.kde">pyFTS.probabilistic.kde module</a></li> </ul> </li> </ul> </div> </div> <div class="section" id="submodules"> <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2> </div> <div class="section" id="module-pyFTS.conf"> <span id="pyfts-conf-module"></span><h2>pyFTS.conf module<a class="headerlink" href="#module-pyFTS.conf" title="Permalink to this headline">¶</a></h2> </div> <div class="section" id="module-pyFTS"> <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS" title="Permalink to this headline">¶</a></h2> <p>pyFTS - A Python library for Fuzzy Time Series models</p> </div> </div> </div> </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="pyFTS.benchmarks.html" title="pyFTS.benchmarks package" >next</a> |</li> <li 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