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264 lines
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<section id="pyfts">
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<h1>pyFTS<a class="headerlink" href="#pyfts" title="Permalink to this headline">¶</a></h1>
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<div class="toctree-wrapper compound">
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="pyFTS.html">pyFTS package</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="pyFTS.html#subpackages">Subpackages</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.benchmarks.html">pyFTS.benchmarks package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#module-pyFTS.benchmarks">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-benchmarks-module">pyFTS.benchmarks.benchmarks module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-measures-module">pyFTS.benchmarks.Measures module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-residualanalysis-module">pyFTS.benchmarks.ResidualAnalysis module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-tests-module">pyFTS.benchmarks.Tests module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-util-module">pyFTS.benchmarks.Util module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-arima-module">pyFTS.benchmarks.arima module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-knn-module">pyFTS.benchmarks.knn module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-naive-module">pyFTS.benchmarks.naive module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-quantreg-module">pyFTS.benchmarks.quantreg module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-gaussianproc-module">pyFTS.benchmarks.gaussianproc module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.benchmarks.html#pyfts-benchmarks-bsts-module">pyFTS.benchmarks.BSTS module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.common.html">pyFTS.common package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Activations">pyFTS.common.Activations module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Composite">pyFTS.common.Composite module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.FLR">pyFTS.common.FLR module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.FuzzySet">pyFTS.common.FuzzySet module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.Membership">pyFTS.common.Membership module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.SortedCollection">pyFTS.common.SortedCollection module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#pyfts-common-util-module">pyFTS.common.Util module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.flrg">pyFTS.common.flrg module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#pyfts-common-fts-module">pyFTS.common.fts module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.html#module-pyFTS.common.tree">pyFTS.common.tree module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.common.transformations.html">pyFTS.common.transformations package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#pyfts-common-transformations-adapativeexpectation-module">pyFTS.common.transformations.adapativeexpectation module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.boxcox">pyFTS.common.transformations.boxcox module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.differential">pyFTS.common.transformations.differential module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.normalization">pyFTS.common.transformations.normalization module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.roi">pyFTS.common.transformations.roi module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.scale">pyFTS.common.transformations.scale module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.smoothing">pyFTS.common.transformations.smoothing module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.som">pyFTS.common.transformations.som module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#module-pyFTS.common.transformations.transformation">pyFTS.common.transformations.transformation module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.common.transformations.html#pyfts-common-transformations-trend-module">pyFTS.common.transformations.trend module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.data.html">pyFTS.data package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.common">pyFTS.data.common module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#datasets">Datasets</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.artificial">Artificial and synthetic data generators</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.AirPassengers">AirPassengers dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Bitcoin">Bitcoin dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.DowJones">DowJones dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Enrollments">Enrollments dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Ethereum">Ethereum dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.EURGBP">EUR-GBP dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.EURUSD">EUR-USD dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.GBPUSD">GBP-USD dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.INMET">INMET dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.Malaysia">Malaysia dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.NASDAQ">NASDAQ module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.SONDA">SONDA dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.SP500">S&P 500 dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.TAIEX">TAIEX dataset</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.henon">Henon chaotic time series</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.logistic_map">Logistic_map chaotic time series</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.lorentz">Lorentz chaotic time series</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.mackey_glass">Mackey-Glass chaotic time series</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.rossler">Rossler chaotic time series</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.data.html#module-pyFTS.data.sunspots">Sunspots dataset</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.distributed.html">pyFTS.distributed package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#module-pyFTS.distributed">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#pyfts-distributed-dispy-module">pyFTS.distributed.dispy module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.distributed.html#pyfts-distributed-spark-module">pyFTS.distributed.spark module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.hyperparam.html">pyFTS.hyperparam package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#module-pyFTS.hyperparam.Util">pyFTS.hyperparam.Util module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#pyfts-hyperparam-gridsearch-module">pyFTS.hyperparam.GridSearch module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.hyperparam.html#pyfts-hyperparam-evolutionary-module">pyFTS.hyperparam.Evolutionary module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.models.html">pyFTS.models package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#module-pyFTS.models">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#subpackages">Subpackages</a><ul>
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<li class="toctree-l5"><a class="reference internal" href="pyFTS.models.ensemble.html">pyFTS.models.ensemble package</a></li>
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<li class="toctree-l5"><a class="reference internal" href="pyFTS.models.incremental.html">pyFTS.models.incremental package</a></li>
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<li class="toctree-l5"><a class="reference internal" href="pyFTS.models.multivariate.html">pyFTS.models.multivariate package</a></li>
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<li class="toctree-l5"><a class="reference internal" href="pyFTS.models.nonstationary.html">pyFTS.models.nonstationary package</a></li>
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<li class="toctree-l5"><a class="reference internal" href="pyFTS.models.seasonal.html">pyFTS.models.seasonal package</a></li>
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</ul>
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</li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-song-module">pyFTS.models.song module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-chen-module">pyFTS.models.chen module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-yu-module">pyFTS.models.yu module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-cheng-module">pyFTS.models.cheng module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-hofts-module">pyFTS.models.hofts module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-hwang-module">pyFTS.models.hwang module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-ifts-module">pyFTS.models.ifts module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-ismailefendi-module">pyFTS.models.ismailefendi module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-pwfts-module">pyFTS.models.pwfts module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.models.html#pyfts-models-sadaei-module">pyFTS.models.sadaei module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.partitioners.html">pyFTS.partitioners package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.partitioner">pyFTS.partitioners.partitioner module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#pyfts-partitioners-classpartitioner-module">pyFTS.partitioners.ClassPartitioner module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Grid">pyFTS.partitioners.Grid module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#pyfts-partitioners-huarng-module">pyFTS.partitioners.Huarng module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Singleton">pyFTS.partitioners.Singleton module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Simple">pyFTS.partitioners.Simple module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.SubClust">pyFTS.partitioners.SubClust module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#pyfts-partitioners-util-module">pyFTS.partitioners.Util module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.partitioners.html#pyfts-partitioners-parallel-util-module">pyFTS.partitioners.parallel_util module</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="pyFTS.probabilistic.html">pyFTS.probabilistic package</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#module-pyFTS.probabilistic">Module contents</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#submodules">Submodules</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#pyfts-probabilistic-probabilitydistribution-module">pyFTS.probabilistic.ProbabilityDistribution module</a></li>
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<li class="toctree-l4"><a class="reference internal" href="pyFTS.probabilistic.html#pyfts-probabilistic-kde-module">pyFTS.probabilistic.kde module</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="pyFTS.html#submodules">Submodules</a></li>
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