<!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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class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <div class="section" id="pyfts"> <h1>pyFTS<a class="headerlink" href="#pyfts" title="Permalink to this headline">ΒΆ</a></h1> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="pyFTS.html">pyFTS package</a><ul> <li class="toctree-l2"><a class="reference internal" href="pyFTS.html#subpackages">Subpackages</a><ul> <li class="toctree-l3"><a class="reference internal" href="pyFTS.benchmarks.html">pyFTS.benchmarks package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.benchmarks">pyFTS.benchmarks.benchmarks module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.Measures">pyFTS.benchmarks.Measures module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.ResidualAnalysis">pyFTS.benchmarks.ResidualAnalysis module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.Tests">pyFTS.benchmarks.Tests module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.Util">pyFTS.benchmarks.Util module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.arima">pyFTS.benchmarks.arima module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.knn">pyFTS.benchmarks.knn module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.naive">pyFTS.benchmarks.naive module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.quantreg">pyFTS.benchmarks.quantreg module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.gaussianproc">pyFTS.benchmarks.gaussianproc module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.BSTS">pyFTS.benchmarks.BSTS module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.common.html">pyFTS.common package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Composite">pyFTS.common.Composite module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.FLR">pyFTS.common.FLR module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.FuzzySet">pyFTS.common.FuzzySet module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Membership">pyFTS.common.Membership module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.SortedCollection">pyFTS.common.SortedCollection module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Transformations">pyFTS.common.Transformations module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Util">pyFTS.common.Util module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.flrg">pyFTS.common.flrg module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.fts">pyFTS.common.fts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.tree">pyFTS.common.tree module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.data.html">pyFTS.data package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.common">pyFTS.data.common module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#datasets">Datasets</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.artificial">Artificial and synthetic data generators</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.AirPassengers">AirPassengers dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Bitcoin">Bitcoin dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.DowJones">DowJones dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Enrollments">Enrollments dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Ethereum">Ethereum dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.EURGBP">EUR-GBP dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.EURUSD">EUR-USD dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.GBPUSD">GBP-USD dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.INMET">INMET dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Malaysia">Malaysia dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.NASDAQ">NASDAQ module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.SONDA">SONDA dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.SP500">S&P 500 dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.TAIEX">TAIEX dataset</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.henon">Henon chaotic time series</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.logistic_map">Logistic_map chaotic time series</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.lorentz">Lorentz chaotic time series</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.mackey_glass">Mackey-Glass chaotic time series</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.rossler">Rossler chaotic time series</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.sunspots">Sunspots dataset</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.distributed.html">pyFTS.distributed package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#module-pyFTS.distributed">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#pyfts-distributed-dispy-module">pyFTS.distributed.dispy module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#module-pyFTS.distributed.spark">pyFTS.distributed.spark module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.hyperparam.html">pyFTS.hyperparam package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam.Util">pyFTS.hyperparam.Util module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#pyfts-hyperparam-gridsearch-module">pyFTS.hyperparam.GridSearch module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#pyfts-hyperparam-evolutionary-module">pyFTS.hyperparam.Evolutionary module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.models.html">pyFTS.models package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#subpackages">Subpackages</a><ul> <li class="toctree-l5"><a class="reference internal" href="pyFTS.models.ensemble.html">pyFTS.models.ensemble package</a></li> <li class="toctree-l5"><a class="reference internal" href="pyFTS.models.incremental.html">pyFTS.models.incremental package</a></li> <li class="toctree-l5"><a class="reference internal" href="pyFTS.models.multivariate.html">pyFTS.models.multivariate package</a></li> <li class="toctree-l5"><a class="reference internal" href="pyFTS.models.nonstationary.html">pyFTS.models.nonstationary package</a></li> <li class="toctree-l5"><a class="reference internal" href="pyFTS.models.seasonal.html">pyFTS.models.seasonal package</a></li> </ul> </li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.song">pyFTS.models.song module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.chen">pyFTS.models.chen module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.yu">pyFTS.models.yu module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.cheng">pyFTS.models.cheng module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.hofts">pyFTS.models.hofts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.hwang">pyFTS.models.hwang module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.ifts">pyFTS.models.ifts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.ismailefendi">pyFTS.models.ismailefendi module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.pwfts">pyFTS.models.pwfts module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models.sadaei">pyFTS.models.sadaei module</a></li> </ul> </li> <li class="toctree-l3"><a class="reference internal" href="pyFTS.partitioners.html">pyFTS.partitioners package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.partitioner">pyFTS.partitioners.partitioner module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Grid">pyFTS.partitioners.Grid module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Huarng">pyFTS.partitioners.Huarng module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Singleton">pyFTS.partitioners.Singleton module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Simple">pyFTS.partitioners.Simple module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#pyfts-partitioners-subclust-module">pyFTS.partitioners.SubClust module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Util">pyFTS.partitioners.Util module</a></li> <li class="toctree-l4"><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-l3"><a class="reference internal" href="pyFTS.probabilistic.html">pyFTS.probabilistic package</a><ul> <li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic">Module contents</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#submodules">Submodules</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic.ProbabilityDistribution">pyFTS.probabilistic.ProbabilityDistribution module</a></li> <li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic.kde">pyFTS.probabilistic.kde module</a></li> </ul> </li> </ul> </li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.html#submodules">Submodules</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.html#module-pyFTS.conf">pyFTS.conf module</a></li> <li class="toctree-l2"><a class="reference internal" href="pyFTS.html#module-pyFTS">Module contents</a></li> </ul> </li> </ul> </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.html" title="pyFTS package" >next</a> |</li> <li class="right" > <a href="quickstart.html" title="pyFTS Quick Start" >previous</a> |</li> <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 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