<spanid="pyfts-partitioners-partitioner-module"></span><h2>pyFTS.partitioners.partitioner module<aclass="headerlink"href="#module-pyFTS.partitioners.partitioner"title="Permalink to this headline">¶</a></h2>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.partitioner.</code><codeclass="sig-name descname">Partitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.build"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build_index</code><spanclass="sig-paren">(</span><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.build_index"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.build_index"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">check_bounds</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.check_bounds"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.check_bounds"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">defuzzyfy</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">values</span></em>, <emclass="sig-param"><spanclass="n">mode</span><spanclass="o">=</span><spanclass="default_value">'both'</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.defuzzyfy"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.defuzzyfy"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">extractor</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">x</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.extractor"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.extractor"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">fuzzyfy</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.fuzzyfy"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.fuzzyfy"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">get_name</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">counter</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.get_name"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.get_name"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">kdtree</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.kdtree"title="Permalink to this definition">¶</a></dt>
<dd><p>A spatial index to help in fuzzyfication</p>
<codeclass="sig-name descname">lower_margin</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.lower_margin"title="Permalink to this definition">¶</a></dt>
<dd><p>Specific lower exceeding margins for the known UoD. The default value is the self.margin parameter</p>
<codeclass="sig-name descname">lower_set</code><spanclass="sig-paren">(</span><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.lower_set"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.lower_set"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">margin</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.margin"title="Permalink to this definition">¶</a></dt>
<dd><p>The upper and lower exceeding margins for the known UoD. The default value is .1</p>
<codeclass="sig-name descname">membership_function</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.membership_function"title="Permalink to this definition">¶</a></dt>
<dd><p>Fuzzy membership function (pyFTS.common.Membership)</p>
<codeclass="sig-name descname">name</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.name"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">ordered_sets</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.ordered_sets"title="Permalink to this definition">¶</a></dt>
<dd><p>A ordered list of the fuzzy sets names, sorted by their middle point</p>
<codeclass="sig-name descname">partitions</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.partitions"title="Permalink to this definition">¶</a></dt>
<dd><p>The number of universe of discourse partitions, i.e., the number of fuzzy sets that will be created</p>
<codeclass="sig-name descname">plot</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">ax</span></em>, <emclass="sig-param"><spanclass="n">rounding</span><spanclass="o">=</span><spanclass="default_value">0</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.plot"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.plot"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">plot_set</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">ax</span></em>, <emclass="sig-param"><spanclass="n">s</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.plot_set"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.plot_set"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">prefix</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.prefix"title="Permalink to this definition">¶</a></dt>
<dd><p>prefix of auto generated partition names</p>
<codeclass="sig-name descname">search</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.search"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.search"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">setnames</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.setnames"title="Permalink to this definition">¶</a></dt>
<dd><p>list of partitions names. If None is given the partitions will be auto named with prefix</p>
<codeclass="sig-name descname">transformation</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.transformation"title="Permalink to this definition">¶</a></dt>
<dd><p>data transformation to be applied on data</p>
<codeclass="sig-name descname">type</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.type"title="Permalink to this definition">¶</a></dt>
<dd><p>The type of fuzzy sets that are generated by this partitioner</p>
<codeclass="sig-name descname">upper_margin</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.upper_margin"title="Permalink to this definition">¶</a></dt>
<dd><p>Specific upper exceeding margins for the known UoD. The default value is the self.margin parameter</p>
<codeclass="sig-name descname">upper_set</code><spanclass="sig-paren">(</span><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/partitioner.html#Partitioner.upper_set"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.upper_set"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">variable</code><aclass="headerlink"href="#pyFTS.partitioners.partitioner.Partitioner.variable"title="Permalink to this definition">¶</a></dt>
<dd><p>In a multivariate context, the variable that contains this partitioner</p>
<spanid="pyfts-partitioners-cmeans-module"></span><h2>pyFTS.partitioners.CMeans module<aclass="headerlink"href="#module-pyFTS.partitioners.CMeans"title="Permalink to this headline">¶</a></h2>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.CMeans.</code><codeclass="sig-name descname">CMeansPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/CMeans.html#CMeansPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.CMeans.CMeansPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/CMeans.html#CMeansPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.CMeans.CMeansPartitioner.build"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.CMeans.</code><codeclass="sig-name descname">c_means</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">k</span></em>, <emclass="sig-param"><spanclass="n">dados</span></em>, <emclass="sig-param"><spanclass="n">tam</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/CMeans.html#c_means"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.CMeans.c_means"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.CMeans.</code><codeclass="sig-name descname">distance</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">x</span></em>, <emclass="sig-param"><spanclass="n">y</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/CMeans.html#distance"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.CMeans.distance"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-entropy-module"></span><h2>pyFTS.partitioners.Entropy module<aclass="headerlink"href="#module-pyFTS.partitioners.Entropy"title="Permalink to this headline">¶</a></h2>
<p>C. H. Cheng, R. J. Chang, and C. A. Yeh, “Entropy-based and trapezoidal fuzzification-based fuzzy time series approach for forecasting IT project cost,”
Technol. Forecast. Social Change, vol. 73, no. 5, pp. 524–542, Jun. 2006.</p>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">EntropyPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#EntropyPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.EntropyPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#EntropyPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.EntropyPartitioner.build"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">PMF</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="n">threshold</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#PMF"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.PMF"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">bestSplit</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="n">npart</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#bestSplit"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.bestSplit"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">entropy</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="n">threshold</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#entropy"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.entropy"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">informationGain</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="n">thres1</span></em>, <emclass="sig-param"><spanclass="n">thres2</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#informationGain"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.informationGain"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">splitAbove</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="n">threshold</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#splitAbove"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.splitAbove"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.Entropy.</code><codeclass="sig-name descname">splitBelow</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em>, <emclass="sig-param"><spanclass="n">threshold</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Entropy.html#splitBelow"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Entropy.splitBelow"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-fcm-module"></span><h2>pyFTS.partitioners.FCM module<aclass="headerlink"href="#module-pyFTS.partitioners.FCM"title="Permalink to this headline">¶</a></h2>
<p>S. T. Li, Y. C. Cheng, and S. Y. Lin, “A FCM-based deterministic forecasting model for fuzzy time series,”
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.FCM.</code><codeclass="sig-name descname">FCMPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/FCM.html#FCMPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.FCM.FCMPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/FCM.html#FCMPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.FCM.FCMPartitioner.build"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.FCM.</code><codeclass="sig-name descname">fuzzy_distance</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">x</span></em>, <emclass="sig-param"><spanclass="n">y</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/FCM.html#fuzzy_distance"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.FCM.fuzzy_distance"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.FCM.</code><codeclass="sig-name descname">membership</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">val</span></em>, <emclass="sig-param"><spanclass="n">vals</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/FCM.html#membership"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.FCM.membership"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-grid-module"></span><h2>pyFTS.partitioners.Grid module<aclass="headerlink"href="#module-pyFTS.partitioners.Grid"title="Permalink to this headline">¶</a></h2>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.Grid.</code><codeclass="sig-name descname">GridPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Grid.html#GridPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Grid.GridPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Grid.html#GridPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Grid.GridPartitioner.build"title="Permalink to this definition">¶</a></dt>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.Grid.</code><codeclass="sig-name descname">PreFixedGridPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Grid.html#PreFixedGridPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Grid.PreFixedGridPartitioner"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-huarng-module"></span><h2>pyFTS.partitioners.Huarng module<aclass="headerlink"href="#module-pyFTS.partitioners.Huarng"title="Permalink to this headline">¶</a></h2>
<p>K. H. Huarng, “Effective lengths of intervals to improve forecasting in fuzzy time series,”
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.Huarng.</code><codeclass="sig-name descname">HuarngPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Huarng.html#HuarngPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Huarng.HuarngPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Huarng.html#HuarngPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Huarng.HuarngPartitioner.build"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-singleton-module"></span><h2>pyFTS.partitioners.Singleton module<aclass="headerlink"href="#module-pyFTS.partitioners.Singleton"title="Permalink to this headline">¶</a></h2>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.Singleton.</code><codeclass="sig-name descname">SingletonPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Singleton.html#SingletonPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Singleton.SingletonPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Singleton.html#SingletonPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Singleton.SingletonPartitioner.build"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-simple-module"></span><h2>pyFTS.partitioners.Simple module<aclass="headerlink"href="#module-pyFTS.partitioners.Simple"title="Permalink to this headline">¶</a></h2>
<p>Simple Partitioner for manually informed fuzzy sets</p>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.Simple.</code><codeclass="sig-name descname">SimplePartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Simple.html#SimplePartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Simple.SimplePartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">append</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">name</span></em>, <emclass="sig-param"><spanclass="n">mf</span></em>, <emclass="sig-param"><spanclass="n">parameters</span></em>, <emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Simple.html#SimplePartitioner.append"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Simple.SimplePartitioner.append"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">append_complex</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">fs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/Simple.html#SimplePartitioner.append_complex"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.Simple.SimplePartitioner.append_complex"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-subclust-module"></span><h2>pyFTS.partitioners.SubClust module<aclass="headerlink"href="#module-pyFTS.partitioners.SubClust"title="Permalink to this headline">¶</a></h2>
<p>Chiu, Stephen L. “Fuzzy model identification based on cluster estimation.” Journal of Intelligent & fuzzy systems 2.3 (1994): 267-278.</p>
<emclass="property">class </em><codeclass="sig-prename descclassname">pyFTS.partitioners.SubClust.</code><codeclass="sig-name descname">SubClustPartitioner</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="o">**</span><spanclass="n">kwargs</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/SubClust.html#SubClustPartitioner"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.SubClust.SubClustPartitioner"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-name descname">build</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">data</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/SubClust.html#SubClustPartitioner.build"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.SubClust.SubClustPartitioner.build"title="Permalink to this definition">¶</a></dt>
<codeclass="sig-prename descclassname">pyFTS.partitioners.SubClust.</code><codeclass="sig-name descname">imax</code><spanclass="sig-paren">(</span><emclass="sig-param"><spanclass="n">vec</span></em><spanclass="sig-paren">)</span><aclass="reference internal"href="_modules/pyFTS/partitioners/SubClust.html#imax"><spanclass="viewcode-link">[source]</span></a><aclass="headerlink"href="#pyFTS.partitioners.SubClust.imax"title="Permalink to this definition">¶</a></dt>
<spanid="pyfts-partitioners-util-module"></span><h2>pyFTS.partitioners.Util module<aclass="headerlink"href="#module-pyFTS.partitioners.Util"title="Permalink to this headline">¶</a></h2>
<p>Facility methods for pyFTS partitioners module</p>
<spanid="pyfts-partitioners-parallel-util-module"></span><h2>pyFTS.partitioners.parallel_util module<aclass="headerlink"href="#module-pyFTS.partitioners.parallel_util"title="Permalink to this headline">¶</a></h2>