<!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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documentation</a> »</li> <li class="nav-item nav-item-1"><a href="modules.html" >pyFTS</a> »</li> <li class="nav-item nav-item-2"><a href="pyFTS.html" >pyFTS package</a> »</li> <li class="nav-item nav-item-3"><a href="pyFTS.models.html" accesskey="U">pyFTS.models package</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.models.seasonal package</a><ul> <li><a class="reference internal" href="#submodules">Submodules</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.SeasonalIndexer">pyFTS.models.seasonal.SeasonalIndexer module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.cmsfts">pyFTS.models.seasonal.cmsfts module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.common">pyFTS.models.seasonal.common module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.msfts">pyFTS.models.seasonal.msfts module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.partitioner">pyFTS.models.seasonal.partitioner module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.sfts">pyFTS.models.seasonal.sfts module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal">Module contents</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="pyFTS.models.nonstationary.html" title="previous chapter">pyFTS.models.nonstationary package</a></p> <h4>Next topic</h4> <p class="topless"><a href="pyFTS.partitioners.html" title="next chapter">pyFTS.partitioners package</a></p> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="_sources/pyFTS.models.seasonal.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-models-seasonal-package"> <h1>pyFTS.models.seasonal package<a class="headerlink" href="#pyfts-models-seasonal-package" title="Permalink to this headline">¶</a></h1> <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.models.seasonal.SeasonalIndexer"> <span id="pyfts-models-seasonal-seasonalindexer-module"></span><h2>pyFTS.models.seasonal.SeasonalIndexer module<a class="headerlink" href="#module-pyFTS.models.seasonal.SeasonalIndexer" title="Permalink to this headline">¶</a></h2> <dl class="class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="descname">DataFrameSeasonalIndexer</code><span class="sig-paren">(</span><em>index_fields</em>, <em>index_seasons</em>, <em>data_field</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer</span></code></a></p> <p>Use the Pandas.DataFrame index position to index the seasonality</p> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data"> <code class="descname">get_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data_by_season"> <code class="descname">get_data_by_season</code><span class="sig-paren">(</span><em>data</em>, <em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_data_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_index_by_season"> <code class="descname">get_index_by_season</code><span class="sig-paren">(</span><em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_by_index"> <code class="descname">get_season_by_index</code><span class="sig-paren">(</span><em>index</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_of_data"> <code class="descname">get_season_of_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.set_data"> <code class="descname">set_data</code><span class="sig-paren">(</span><em>data</em>, <em>value</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.set_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.set_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="descname">DateTimeSeasonalIndexer</code><span class="sig-paren">(</span><em>date_field</em>, <em>index_fields</em>, <em>index_seasons</em>, <em>data_field</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer</span></code></a></p> <p>Use a Pandas.DataFrame date field to index the seasonality</p> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data"> <code class="descname">get_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data_by_season"> <code class="descname">get_data_by_season</code><span class="sig-paren">(</span><em>data</em>, <em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_data_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index"> <code class="descname">get_index</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index_by_season"> <code class="descname">get_index_by_season</code><span class="sig-paren">(</span><em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_by_index"> <code class="descname">get_season_by_index</code><span class="sig-paren">(</span><em>index</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_of_data"> <code class="descname">get_season_of_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.set_data"> <code class="descname">set_data</code><span class="sig-paren">(</span><em>data</em>, <em>value</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.set_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.set_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="descname">LinearSeasonalIndexer</code><span class="sig-paren">(</span><em>seasons</em>, <em>units</em>, <em>ignore=None</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer</span></code></a></p> <p>Use the data array/list position to index the seasonality</p> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_data"> <code class="descname">get_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_index_by_season"> <code class="descname">get_index_by_season</code><span class="sig-paren">(</span><em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_by_index"> <code class="descname">get_season_by_index</code><span class="sig-paren">(</span><em>index</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_of_data"> <code class="descname">get_season_of_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="descname">SeasonalIndexer</code><span class="sig-paren">(</span><em>num_seasons</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.7)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p> <p>Seasonal Indexer. Responsible to find the seasonal index of a data point inside its data set</p> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data"> <code class="descname">get_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data_by_season"> <code class="descname">get_data_by_season</code><span class="sig-paren">(</span><em>data</em>, <em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_data_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index"> <code class="descname">get_index</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index_by_season"> <code class="descname">get_index_by_season</code><span class="sig-paren">(</span><em>indexes</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_by_index"> <code class="descname">get_season_by_index</code><span class="sig-paren">(</span><em>inde</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_of_data"> <code class="descname">get_season_of_data</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> </div> <div class="section" id="module-pyFTS.models.seasonal.cmsfts"> <span id="pyfts-models-seasonal-cmsfts-module"></span><h2>pyFTS.models.seasonal.cmsfts module<a class="headerlink" href="#module-pyFTS.models.seasonal.cmsfts" title="Permalink to this headline">¶</a></h2> <dl class="class"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.cmsfts.</code><code class="descname">ContextualMultiSeasonalFTS</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualMultiSeasonalFTS"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.sfts.SeasonalFTS" title="pyFTS.models.seasonal.sfts.SeasonalFTS"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.sfts.SeasonalFTS</span></code></a></p> <p>Contextual Multi-Seasonal Fuzzy Time Series</p> <dl class="method"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.forecast"> <code class="descname">forecast</code><span class="sig-paren">(</span><em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualMultiSeasonalFTS.forecast"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.forecast" title="Permalink to this definition">¶</a></dt> <dd><p>Point forecast one step ahead</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <li><strong>data</strong> – time series data with the minimal length equal to the max_lag of the model</li> <li><strong>kwargs</strong> – model specific parameters</li> </ul> </td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">a list with the forecasted values</p> </td> </tr> </tbody> </table> </dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.forecast_ahead"> <code class="descname">forecast_ahead</code><span class="sig-paren">(</span><em>data</em>, <em>steps</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualMultiSeasonalFTS.forecast_ahead"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.forecast_ahead" title="Permalink to this definition">¶</a></dt> <dd><p>Point forecast n steps ahead</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <li><strong>data</strong> – time series data with the minimal length equal to the max_lag of the model</li> <li><strong>steps</strong> – the number of steps ahead to forecast</li> <li><strong>kwargs</strong> – model specific parameters</li> </ul> </td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">a list with the forecasted values</p> </td> </tr> </tbody> </table> </dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.generate_flrg"> <code class="descname">generate_flrg</code><span class="sig-paren">(</span><em>flrs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualMultiSeasonalFTS.generate_flrg"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.generate_flrg" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.get_midpoints"> <code class="descname">get_midpoints</code><span class="sig-paren">(</span><em>flrg</em>, <em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualMultiSeasonalFTS.get_midpoints"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.get_midpoints" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.train"> <code class="descname">train</code><span class="sig-paren">(</span><em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualMultiSeasonalFTS.train"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualMultiSeasonalFTS.train" title="Permalink to this definition">¶</a></dt> <dd><p>Method specific parameter fitting</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> <li><strong>data</strong> – training time series data</li> <li><strong>kwargs</strong> – Method specific parameters</li> </ul> </td> </tr> </tbody> </table> </dd></dl> </dd></dl> <dl class="class"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualSeasonalFLRG"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.cmsfts.</code><code class="descname">ContextualSeasonalFLRG</code><span class="sig-paren">(</span><em>seasonality</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualSeasonalFLRG"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualSeasonalFLRG" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.sfts.SeasonalFLRG" title="pyFTS.models.seasonal.sfts.SeasonalFLRG"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.sfts.SeasonalFLRG</span></code></a></p> <p>Contextual Seasonal Fuzzy Logical Relationship Group</p> <dl class="method"> <dt id="pyFTS.models.seasonal.cmsfts.ContextualSeasonalFLRG.append_rhs"> <code class="descname">append_rhs</code><span class="sig-paren">(</span><em>flr</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/cmsfts.html#ContextualSeasonalFLRG.append_rhs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.cmsfts.ContextualSeasonalFLRG.append_rhs" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> </div> <div class="section" id="module-pyFTS.models.seasonal.common"> <span id="pyfts-models-seasonal-common-module"></span><h2>pyFTS.models.seasonal.common module<a class="headerlink" href="#module-pyFTS.models.seasonal.common" title="Permalink to this headline">¶</a></h2> <dl class="class"> <dt id="pyFTS.models.seasonal.common.DateTime"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.common.</code><code class="descname">DateTime</code><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#DateTime"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/enum.html#enum.Enum" title="(in Python v3.7)"><code class="xref py py-class docutils literal notranslate"><span class="pre">enum.Enum</span></code></a></p> <p>An enumeration.</p> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.day_of_month"> <code class="descname">day_of_month</code><em class="property"> = 30</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.day_of_month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.day_of_week"> <code class="descname">day_of_week</code><em class="property"> = 7</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.day_of_week" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.day_of_year"> <code class="descname">day_of_year</code><em class="property"> = 364</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.day_of_year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour"> <code class="descname">hour</code><em class="property"> = 6</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_day"> <code class="descname">hour_of_day</code><em class="property"> = 24</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_day" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_month"> <code class="descname">hour_of_month</code><em class="property"> = 744</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_week"> <code class="descname">hour_of_week</code><em class="property"> = 168</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_week" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_year"> <code class="descname">hour_of_year</code><em class="property"> = 8736</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_day"> <code class="descname">minute_of_day</code><em class="property"> = 1440</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_day" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_hour"> <code class="descname">minute_of_hour</code><em class="property"> = 60</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_month"> <code class="descname">minute_of_month</code><em class="property"> = 44640</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_week"> <code class="descname">minute_of_week</code><em class="property"> = 10080</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_week" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_year"> <code class="descname">minute_of_year</code><em class="property"> = 524160</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.month"> <code class="descname">month</code><em class="property"> = 12</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second"> <code class="descname">second</code><em class="property"> = 8</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second_of_day"> <code class="descname">second_of_day</code><em class="property"> = 86400</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second_of_day" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second_of_hour"> <code class="descname">second_of_hour</code><em class="property"> = 3600</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second_of_hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second_of_minute"> <code class="descname">second_of_minute</code><em class="property"> = 60.00001</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second_of_minute" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.year"> <code class="descname">year</code><em class="property"> = 1</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="class"> <dt id="pyFTS.models.seasonal.common.FuzzySet"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.common.</code><code class="descname">FuzzySet</code><span class="sig-paren">(</span><em>datepart</em>, <em>name</em>, <em>mf</em>, <em>parameters</em>, <em>centroid</em>, <em>alpha=1.0</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#FuzzySet"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.FuzzySet" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="pyFTS.common.html#pyFTS.common.FuzzySet.FuzzySet" title="pyFTS.common.FuzzySet.FuzzySet"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.common.FuzzySet.FuzzySet</span></code></a></p> <p>Temporal/Seasonal Fuzzy Set</p> <dl class="method"> <dt id="pyFTS.models.seasonal.common.FuzzySet.transform"> <code class="descname">transform</code><span class="sig-paren">(</span><em>x</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#FuzzySet.transform"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.FuzzySet.transform" title="Permalink to this definition">¶</a></dt> <dd><p>Preprocess the data point for non native types</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>x</strong> – </td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body">return a native type value for the structured type</td> </tr> </tbody> </table> </dd></dl> </dd></dl> <dl class="function"> <dt id="pyFTS.models.seasonal.common.strip_datepart"> <code class="descclassname">pyFTS.models.seasonal.common.</code><code class="descname">strip_datepart</code><span class="sig-paren">(</span><em>date</em>, <em>date_part</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#strip_datepart"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.strip_datepart" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </div> <div class="section" id="module-pyFTS.models.seasonal.msfts"> <span id="pyfts-models-seasonal-msfts-module"></span><h2>pyFTS.models.seasonal.msfts module<a class="headerlink" href="#module-pyFTS.models.seasonal.msfts" title="Permalink to this headline">¶</a></h2> <dl class="class"> <dt id="pyFTS.models.seasonal.msfts.MultiSeasonalFTS"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.msfts.</code><code class="descname">MultiSeasonalFTS</code><span class="sig-paren">(</span><em>name</em>, <em>indexer</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/msfts.html#MultiSeasonalFTS"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.msfts.MultiSeasonalFTS" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.sfts.SeasonalFTS" title="pyFTS.models.seasonal.sfts.SeasonalFTS"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.sfts.SeasonalFTS</span></code></a></p> <p>Multi-Seasonal Fuzzy Time Series</p> <dl class="method"> <dt id="pyFTS.models.seasonal.msfts.MultiSeasonalFTS.forecast"> <code class="descname">forecast</code><span class="sig-paren">(</span><em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/msfts.html#MultiSeasonalFTS.forecast"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.msfts.MultiSeasonalFTS.forecast" title="Permalink to this definition">¶</a></dt> <dd><p>Point forecast one step ahead</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <li><strong>data</strong> – time series data with the minimal length equal to the max_lag of the model</li> <li><strong>kwargs</strong> – model specific parameters</li> </ul> </td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">a list with the forecasted values</p> </td> </tr> </tbody> </table> </dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.msfts.MultiSeasonalFTS.forecast_ahead"> <code class="descname">forecast_ahead</code><span class="sig-paren">(</span><em>data</em>, <em>steps</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/msfts.html#MultiSeasonalFTS.forecast_ahead"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.msfts.MultiSeasonalFTS.forecast_ahead" title="Permalink to this definition">¶</a></dt> <dd><p>Point forecast n steps ahead</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <li><strong>data</strong> – time series data with the minimal length equal to the max_lag of the model</li> <li><strong>steps</strong> – the number of steps ahead to forecast</li> <li><strong>kwargs</strong> – model specific parameters</li> </ul> </td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">a list with the forecasted values</p> </td> </tr> </tbody> </table> </dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.msfts.MultiSeasonalFTS.generate_flrg"> <code class="descname">generate_flrg</code><span class="sig-paren">(</span><em>flrs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/msfts.html#MultiSeasonalFTS.generate_flrg"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.msfts.MultiSeasonalFTS.generate_flrg" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.msfts.MultiSeasonalFTS.train"> <code class="descname">train</code><span class="sig-paren">(</span><em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/msfts.html#MultiSeasonalFTS.train"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.msfts.MultiSeasonalFTS.train" title="Permalink to this definition">¶</a></dt> <dd><p>Method specific parameter fitting</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> <li><strong>data</strong> – training time series data</li> <li><strong>kwargs</strong> – Method specific parameters</li> </ul> </td> </tr> </tbody> </table> </dd></dl> </dd></dl> </div> <div class="section" id="module-pyFTS.models.seasonal.partitioner"> <span id="pyfts-models-seasonal-partitioner-module"></span><h2>pyFTS.models.seasonal.partitioner module<a class="headerlink" href="#module-pyFTS.models.seasonal.partitioner" title="Permalink to this headline">¶</a></h2> <dl class="class"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.partitioner.</code><code class="descname">TimeGridPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="pyFTS.partitioners.html#pyFTS.partitioners.partitioner.Partitioner" title="pyFTS.partitioners.partitioner.Partitioner"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.partitioners.partitioner.Partitioner</span></code></a></p> <p>Even Length DateTime Grid Partitioner</p> <dl class="method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build"> <code class="descname">build</code><span class="sig-paren">(</span><em>data</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build" title="Permalink to this definition">¶</a></dt> <dd><p>Perform the partitioning of the Universe of Discourse</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>data</strong> – training data</td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"></td> </tr> </tbody> </table> </dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.plot"> <code class="descname">plot</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.plot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.plot" title="Permalink to this definition">¶</a></dt> <dd><p>Plot the :param ax: :return:</p> </dd></dl> </dd></dl> </div> <div class="section" id="module-pyFTS.models.seasonal.sfts"> <span id="pyfts-models-seasonal-sfts-module"></span><h2>pyFTS.models.seasonal.sfts module<a class="headerlink" href="#module-pyFTS.models.seasonal.sfts" title="Permalink to this headline">¶</a></h2> <p>Simple First Order Seasonal Fuzzy Time Series implementation of Song (1999) based of Conventional FTS by Chen (1996)</p> <ol class="upperalpha simple" start="17"> <li>Song, “Seasonal forecasting in fuzzy time series,” Fuzzy sets Syst., vol. 107, pp. 235–236, 1999.</li> </ol> <p>S.-M. Chen, “Forecasting enrollments based on fuzzy time series,” Fuzzy Sets Syst., vol. 81, no. 3, pp. 311–319, 1996.</p> <dl class="class"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFLRG"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.sfts.</code><code class="descname">SeasonalFLRG</code><span class="sig-paren">(</span><em>seasonality</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFLRG"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFLRG" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="pyFTS.common.html#pyFTS.common.flrg.FLRG" title="pyFTS.common.flrg.FLRG"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.common.flrg.FLRG</span></code></a></p> <p>First Order Seasonal Fuzzy Logical Relationship Group</p> <dl class="method"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFLRG.append_rhs"> <code class="descname">append_rhs</code><span class="sig-paren">(</span><em>c</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFLRG.append_rhs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFLRG.append_rhs" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFLRG.get_key"> <code class="descname">get_key</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFLRG.get_key"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFLRG.get_key" title="Permalink to this definition">¶</a></dt> <dd><p>Returns a unique identifier for this FLRG</p> </dd></dl> </dd></dl> <dl class="class"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFTS"> <em class="property">class </em><code class="descclassname">pyFTS.models.seasonal.sfts.</code><code class="descname">SeasonalFTS</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFTS"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFTS" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="pyFTS.common.html#pyFTS.common.fts.FTS" title="pyFTS.common.fts.FTS"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.common.fts.FTS</span></code></a></p> <p>First Order Seasonal Fuzzy Time Series</p> <dl class="method"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFTS.forecast"> <code class="descname">forecast</code><span class="sig-paren">(</span><em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFTS.forecast"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFTS.forecast" title="Permalink to this definition">¶</a></dt> <dd><p>Point forecast one step ahead</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple"> <li><strong>data</strong> – time series data with the minimal length equal to the max_lag of the model</li> <li><strong>kwargs</strong> – model specific parameters</li> </ul> </td> </tr> <tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">a list with the forecasted values</p> </td> </tr> </tbody> </table> </dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFTS.generate_flrg"> <code class="descname">generate_flrg</code><span class="sig-paren">(</span><em>flrs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFTS.generate_flrg"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFTS.generate_flrg" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFTS.get_midpoints"> <code class="descname">get_midpoints</code><span class="sig-paren">(</span><em>flrg</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFTS.get_midpoints"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFTS.get_midpoints" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="method"> <dt id="pyFTS.models.seasonal.sfts.SeasonalFTS.train"> <code class="descname">train</code><span class="sig-paren">(</span><em>data</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/sfts.html#SeasonalFTS.train"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.sfts.SeasonalFTS.train" title="Permalink to this definition">¶</a></dt> <dd><p>Method specific parameter fitting</p> <table class="docutils field-list" frame="void" rules="none"> <col class="field-name" /> <col class="field-body" /> <tbody valign="top"> <tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple"> <li><strong>data</strong> – training time series data</li> <li><strong>kwargs</strong> – Method specific parameters</li> </ul> </td> </tr> </tbody> </table> </dd></dl> </dd></dl> </div> <div class="section" id="module-pyFTS.models.seasonal"> <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.models.seasonal" title="Permalink to this headline">¶</a></h2> </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.partitioners.html" title="pyFTS.partitioners package" >next</a> |</li> <li class="right" > <a href="pyFTS.models.nonstationary.html" title="pyFTS.models.nonstationary package" >previous</a> |</li> <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.2.3 documentation</a> »</li> <li class="nav-item nav-item-1"><a href="modules.html" >pyFTS</a> »</li> <li class="nav-item nav-item-2"><a 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