pyFTS/docs/build/html/pyFTS.html
2022-04-10 20:36:17 -03:00

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<title>pyFTS package &#8212; pyFTS 1.7 documentation</title>
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<h1>pyFTS package<a class="headerlink" href="#pyfts-package" title="Permalink to this headline"></a></h1>
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<h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to this headline"></a></h2>
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<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.Tests">pyFTS.benchmarks.Tests 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>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-gaussianproc-module">pyFTS.benchmarks.gaussianproc module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks.BSTS">pyFTS.benchmarks.BSTS module</a></li>
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<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.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>
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<li class="toctree-l1"><a class="reference internal" href="pyFTS.common.transformations.html">pyFTS.common.transformations package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations">Module contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#pyfts-common-transformations-adapativeexpectation-module">pyFTS.common.transformations.adapativeexpectation module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.boxcox">pyFTS.common.transformations.boxcox module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.differential">pyFTS.common.transformations.differential module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.normalization">pyFTS.common.transformations.normalization module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.roi">pyFTS.common.transformations.roi module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.scale">pyFTS.common.transformations.scale module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.smoothing">pyFTS.common.transformations.smoothing module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.som">pyFTS.common.transformations.som module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.transformation">pyFTS.common.transformations.transformation module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.trend">pyFTS.common.transformations.trend 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.artificial">Artificial and synthetic data generators</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&amp;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.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.distributed.html">pyFTS.distributed package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.distributed.html#module-pyFTS.distributed">Module contents</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.distributed.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.distributed.html#pyfts-distributed-dispy-module">pyFTS.distributed.dispy module</a></li>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.distributed.html#pyfts-distributed-spark-module">pyFTS.distributed.spark module</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>
<li class="toctree-l2"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam.Evolutionary">pyFTS.hyperparam.Evolutionary 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#module-pyFTS.models.incremental.TimeVariant">pyFTS.models.incremental.TimeVariant module</a></li>
<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.incremental.html#module-pyFTS.models.incremental.IncrementalEnsemble">pyFTS.models.incremental.IncrementalEnsemble 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.partitioner">pyFTS.models.multivariate.partitioner module</a></li>
<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.grid">pyFTS.models.multivariate.grid 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>
<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.multivariate.html#module-pyFTS.models.multivariate.granular">pyFTS.models.multivariate.granular 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>
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<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>
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