<!doctype html> <html> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" /> <title>pyFTS.models.seasonal package — pyFTS 1.7 documentation</title> <link rel="stylesheet" type="text/css" href="_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="_static/bizstyle.css" /> <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/doctools.js"></script> <script src="_static/bizstyle.js"></script> <link rel="index" title="Index" href="genindex.html" /> <link rel="search" title="Search" href="search.html" /> <link rel="next" title="pyFTS.partitioners package" href="pyFTS.partitioners.html" /> <link rel="prev" title="pyFTS.models.nonstationary package" href="pyFTS.models.nonstationary.html" /> <meta name="viewport" content="width=device-width,initial-scale=1.0" /> <!--[if lt IE 9]> <script src="_static/css3-mediaqueries.js"></script> <![endif]--> </head><body> <div class="related" role="navigation" aria-label="related navigation"> <h3>Navigation</h3> <ul> <li class="right" style="margin-right: 10px"> <a href="genindex.html" title="General Index" accesskey="I">index</a></li> <li class="right" > <a href="py-modindex.html" title="Python Module Index" >modules</a> |</li> <li class="right" > <a href="pyFTS.partitioners.html" title="pyFTS.partitioners package" accesskey="N">next</a> |</li> <li class="right" > <a href="pyFTS.models.nonstationary.html" title="pyFTS.models.nonstationary package" accesskey="P">previous</a> |</li> <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.7 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> <li class="nav-item nav-item-this"><a href="">pyFTS.models.seasonal package</a></li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <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> <section id="submodules"> <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2> </section> <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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.</span></span><span class="sig-name descname"><span class="pre">DataFrameSeasonalIndexer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">index_fields</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index_seasons</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_field</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data"> <span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_data"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data_by_season"> <span class="sig-name descname"><span class="pre">get_data_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_index_by_season"> <span class="sig-name descname"><span class="pre">get_index_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_by_index"> <span class="sig-name descname"><span class="pre">get_season_by_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">index</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_of_data"> <span class="sig-name descname"><span class="pre">get_season_of_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.set_data"> <span class="sig-name descname"><span class="pre">set_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.set_data"><span class="viewcode-link"><span class="pre">[source]</span></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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.</span></span><span class="sig-name descname"><span class="pre">DateTimeSeasonalIndexer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">date_field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index_fields</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index_seasons</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_field</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data"> <span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_data"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data_by_season"> <span class="sig-name descname"><span class="pre">get_data_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index"> <span class="sig-name descname"><span class="pre">get_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_index"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index_by_season"> <span class="sig-name descname"><span class="pre">get_index_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_by_index"> <span class="sig-name descname"><span class="pre">get_season_by_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">index</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_of_data"> <span class="sig-name descname"><span class="pre">get_season_of_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.set_data"> <span class="sig-name descname"><span class="pre">set_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.set_data"><span class="viewcode-link"><span class="pre">[source]</span></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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.</span></span><span class="sig-name descname"><span class="pre">LinearSeasonalIndexer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seasons</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">units</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ignore</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_data"> <span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_data"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_index_by_season"> <span class="sig-name descname"><span class="pre">get_index_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_by_index"> <span class="sig-name descname"><span class="pre">get_season_by_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">index</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_of_data"> <span class="sig-name descname"><span class="pre">get_season_of_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></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"><span class="pre">[source]</span></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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.</span></span><span class="sig-name descname"><span class="pre">SeasonalIndexer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_seasons</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer"><span class="viewcode-link"><span class="pre">[source]</span></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 v3.11)"><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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data"> <span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_data"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data_by_season"> <span class="sig-name descname"><span class="pre">get_data_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index"> <span class="sig-name descname"><span class="pre">get_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_index"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index_by_season"> <span class="sig-name descname"><span class="pre">get_index_by_season</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">indexes</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_by_index"> <span class="sig-name descname"><span class="pre">get_season_by_index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">inde</span></span></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"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_of_data"> <span class="sig-name descname"><span class="pre">get_season_of_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></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"><span class="pre">[source]</span></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> </section> <section id="pyfts-models-seasonal-cmsfts-module"> <h2>pyFTS.models.seasonal.cmsfts module<a class="headerlink" href="#pyfts-models-seasonal-cmsfts-module" title="Permalink to this headline">¶</a></h2> </section> <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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.common.</span></span><span class="sig-name descname"><span class="pre">DateTime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#DateTime"><span class="viewcode-link"><span class="pre">[source]</span></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 v3.11)"><code class="xref py py-class docutils literal notranslate"><span class="pre">enum.Enum</span></code></a></p> <p>Data and Time granularity for time granularity and seasonality identification</p> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.day_of_month"> <span class="sig-name descname"><span class="pre">day_of_month</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">30</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.day_of_week"> <span class="sig-name descname"><span class="pre">day_of_week</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">7</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.day_of_year"> <span class="sig-name descname"><span class="pre">day_of_year</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">364</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.half"> <span class="sig-name descname"><span class="pre">half</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">2</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.half" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.hour"> <span class="sig-name descname"><span class="pre">hour</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">24</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.hour_of_day"> <span class="sig-name descname"><span class="pre">hour_of_day</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">24</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.hour_of_month"> <span class="sig-name descname"><span class="pre">hour_of_month</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">744</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.hour_of_week"> <span class="sig-name descname"><span class="pre">hour_of_week</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">168</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.hour_of_year"> <span class="sig-name descname"><span class="pre">hour_of_year</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">8736</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.minute"> <span class="sig-name descname"><span class="pre">minute</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">60</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.minute_of_day"> <span class="sig-name descname"><span class="pre">minute_of_day</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">1440</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.minute_of_hour"> <span class="sig-name descname"><span class="pre">minute_of_hour</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">60</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.minute_of_month"> <span class="sig-name descname"><span class="pre">minute_of_month</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">44640</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.minute_of_week"> <span class="sig-name descname"><span class="pre">minute_of_week</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">10080</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.minute_of_year"> <span class="sig-name descname"><span class="pre">minute_of_year</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">524160</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.month"> <span class="sig-name descname"><span class="pre">month</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">12</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.quarter"> <span class="sig-name descname"><span class="pre">quarter</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">4</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.quarter" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.second"> <span class="sig-name descname"><span class="pre">second</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">60</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.second_of_day"> <span class="sig-name descname"><span class="pre">second_of_day</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">86400</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.second_of_hour"> <span class="sig-name descname"><span class="pre">second_of_hour</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">3600</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.second_of_minute"> <span class="sig-name descname"><span class="pre">second_of_minute</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">60.00001</span></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="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.sixth"> <span class="sig-name descname"><span class="pre">sixth</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">6</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.sixth" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.third"> <span class="sig-name descname"><span class="pre">third</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">3</span></em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.third" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.DateTime.year"> <span class="sig-name descname"><span class="pre">year</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">1</span></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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.FuzzySet"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.common.</span></span><span class="sig-name descname"><span class="pre">FuzzySet</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">datepart</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parameters</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">centroid</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#FuzzySet"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.FuzzySet.transform"> <span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#FuzzySet.transform"><span class="viewcode-link"><span class="pre">[source]</span></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> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>x</strong> – </p> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p>return a native type value for the structured type</p> </dd> </dl> </dd></dl> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.common.strip_datepart"> <span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.common.</span></span><span class="sig-name descname"><span class="pre">strip_datepart</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">date</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">date_part</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mask</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#strip_datepart"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.strip_datepart" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </section> <section id="pyfts-models-seasonal-msfts-module"> <h2>pyFTS.models.seasonal.msfts module<a class="headerlink" href="#pyfts-models-seasonal-msfts-module" title="Permalink to this headline">¶</a></h2> </section> <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="py class"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyFTS.models.seasonal.partitioner.</span></span><span class="sig-name descname"><span class="pre">TimeGridPartitioner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner"><span class="viewcode-link"><span class="pre">[source]</span></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="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build"> <span class="sig-name descname"><span class="pre">build</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.build"><span class="viewcode-link"><span class="pre">[source]</span></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> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>data</strong> – training data</p> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p></p> </dd> </dl> </dd></dl> <dl class="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build_index"> <span class="sig-name descname"><span class="pre">build_index</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.build_index"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.extractor"> <span class="sig-name descname"><span class="pre">extractor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.extractor"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.extractor" title="Permalink to this definition">¶</a></dt> <dd><p>Extract a single primitive type from an structured instance</p> </dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.mask"> <span class="sig-name descname"><span class="pre">mask</span></span><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.mask" title="Permalink to this definition">¶</a></dt> <dd><p>A string with datetime formating mask</p> </dd></dl> <dl class="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.plot"> <span class="sig-name descname"><span class="pre">plot</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ax</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.plot"><span class="viewcode-link"><span class="pre">[source]</span></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> <dl class="py method"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.search"> <span class="sig-name descname"><span class="pre">search</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.search"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.search" title="Permalink to this definition">¶</a></dt> <dd><p>Perform a search for the nearest fuzzy sets of the point ‘data’. This function were designed to work with several overlapped fuzzy sets.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><ul class="simple"> <li><p><strong>data</strong> – the value to search for the nearest fuzzy sets</p></li> <li><p><strong>type</strong> – the return type: ‘index’ for the fuzzy set indexes or ‘name’ for fuzzy set names.</p></li> <li><p><strong>results</strong> – the number of nearest fuzzy sets to return</p></li> </ul> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p>a list with the nearest fuzzy sets</p> </dd> </dl> </dd></dl> <dl class="py attribute"> <dt class="sig sig-object py" id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.season"> <span class="sig-name descname"><span class="pre">season</span></span><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.season" title="Permalink to this definition">¶</a></dt> <dd><p>Seasonality, a pyFTS.models.seasonal.common.DateTime object</p> </dd></dl> </dd></dl> </section> <section id="pyfts-models-seasonal-sfts-module"> <h2>pyFTS.models.seasonal.sfts module<a class="headerlink" href="#pyfts-models-seasonal-sfts-module" title="Permalink to this headline">¶</a></h2> </section> <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> </section> </section> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <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="#pyfts-models-seasonal-cmsfts-module">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="#pyfts-models-seasonal-msfts-module">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="#pyfts-models-seasonal-sfts-module">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 id="searchlabel">Quick search</h3> <div class="searchformwrapper"> <form class="search" action="search.html" method="get"> <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/> <input type="submit" value="Go" /> </form> </div> </div> <script>$('#searchbox').show(0);</script> </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 1.7 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" >pyFTS.models package</a> »</li> <li class="nav-item nav-item-this"><a href="">pyFTS.models.seasonal package</a></li> </ul> </div> <div class="footer" role="contentinfo"> © Copyright 2022, Machine Intelligence and Data Science Laboratory - UFMG - Brazil. 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