Documentation update

docs/build/html/_modules/index.html

@@ -135,6 +135,7 @@
 <li><a href="pyFTS/partitioners/FCM.html">pyFTS.partitioners.FCM</a></li>
 <li><a href="pyFTS/partitioners/Grid.html">pyFTS.partitioners.Grid</a></li>
 <li><a href="pyFTS/partitioners/Huarng.html">pyFTS.partitioners.Huarng</a></li>
+<li><a href="pyFTS/partitioners/Singleton.html">pyFTS.partitioners.Singleton</a></li>
 <li><a href="pyFTS/partitioners/Util.html">pyFTS.partitioners.Util</a></li>
 <li><a href="pyFTS/partitioners/parallel_util.html">pyFTS.partitioners.parallel_util</a></li>
 <li><a href="pyFTS/partitioners/partitioner.html">pyFTS.partitioners.partitioner</a></li>

docs/build/html/_sources/pyFTS.partitioners.rst.txt

@@ -20,6 +20,30 @@ pyFTS.partitioners.partitioner module
     :undoc-members:
     :show-inheritance:
     
+pyFTS.partitioners.CMeans module
+--------------------------------
+
+.. automodule:: pyFTS.partitioners.CMeans
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+pyFTS.partitioners.Entropy module
+---------------------------------
+
+.. automodule:: pyFTS.partitioners.Entropy
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+pyFTS.partitioners.FCM module
+-----------------------------
+
+.. automodule:: pyFTS.partitioners.FCM
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 pyFTS.partitioners.Grid module
 ------------------------------
 
@@ -36,29 +60,14 @@ pyFTS.partitioners.Huarng module
     :undoc-members:
     :show-inheritance:
 
-pyFTS.partitioners.Entropy module
+pyFTS.partitioners.Singleton module
----------------------------------
-
-.. automodule:: pyFTS.partitioners.Entropy
-    :members:
-    :undoc-members:
-    :show-inheritance:
-
-pyFTS.partitioners.CMeans module
 --------------------------------
 
-.. automodule:: pyFTS.partitioners.CMeans
+.. automodule:: pyFTS.partitioners.Singleton
     :members:
     :undoc-members:
     :show-inheritance:
 
-pyFTS.partitioners.FCM module
------------------------------
-
-.. automodule:: pyFTS.partitioners.FCM
-    :members:
-    :undoc-members:
-    :show-inheritance:
 
 pyFTS.partitioners.Util module
 ------------------------------

docs/build/html/genindex.html

@@ -249,6 +249,8 @@
         <li><a href="pyFTS.partitioners.html#pyFTS.partitioners.Grid.GridPartitioner.build">(pyFTS.partitioners.Grid.GridPartitioner method)</a>
 </li>
         <li><a href="pyFTS.partitioners.html#pyFTS.partitioners.Huarng.HuarngPartitioner.build">(pyFTS.partitioners.Huarng.HuarngPartitioner method)</a>
+</li>
+        <li><a href="pyFTS.partitioners.html#pyFTS.partitioners.Singleton.SingletonPartitioner.build">(pyFTS.partitioners.Singleton.SingletonPartitioner method)</a>
 </li>
         <li><a href="pyFTS.partitioners.html#pyFTS.partitioners.partitioner.Partitioner.build">(pyFTS.partitioners.partitioner.Partitioner method)</a>
 </li>
@@ -1544,6 +1546,8 @@
       <li><a href="pyFTS.partitioners.html#module-pyFTS.partitioners.parallel_util">pyFTS.partitioners.parallel_util (module)</a>
 </li>
       <li><a href="pyFTS.partitioners.html#module-pyFTS.partitioners.partitioner">pyFTS.partitioners.partitioner (module)</a>
+</li>
+      <li><a href="pyFTS.partitioners.html#module-pyFTS.partitioners.Singleton">pyFTS.partitioners.Singleton (module)</a>
 </li>
       <li><a href="pyFTS.partitioners.html#module-pyFTS.partitioners.Util">pyFTS.partitioners.Util (module)</a>
 </li>
@@ -1692,6 +1696,8 @@
       <li><a href="pyFTS.benchmarks.html#pyFTS.benchmarks.ResidualAnalysis.single_plot_residuals">single_plot_residuals() (in module pyFTS.benchmarks.ResidualAnalysis)</a>
 </li>
       <li><a href="pyFTS.common.html#pyFTS.common.Membership.singleton">singleton() (in module pyFTS.common.Membership)</a>
+</li>
+      <li><a href="pyFTS.partitioners.html#pyFTS.partitioners.Singleton.SingletonPartitioner">SingletonPartitioner (class in pyFTS.partitioners.Singleton)</a>
 </li>
       <li><a href="pyFTS.common.html#pyFTS.common.Util.sliding_window">sliding_window() (in module pyFTS.common.Util)</a>
 </li>

docs/build/html/py-modindex.html

@@ -514,6 +514,11 @@
        <td>&#160;&#160;&#160;
        <a href="pyFTS.partitioners.html#module-pyFTS.partitioners.partitioner"><code class="xref">pyFTS.partitioners.partitioner</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="pyFTS.partitioners.html#module-pyFTS.partitioners.Singleton"><code class="xref">pyFTS.partitioners.Singleton</code></a></td><td>
+       <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;

docs/build/html/pyFTS.html

@@ -216,11 +216,12 @@
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners">Module contents</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#submodules">Submodules</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.partitioner">pyFTS.partitioners.partitioner module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Grid">pyFTS.partitioners.Grid module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Huarng">pyFTS.partitioners.Huarng module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#pyfts-partitioners-singleton-module">pyFTS.partitioners.Singleton module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.Util">pyFTS.partitioners.Util module</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyFTS.partitioners.html#module-pyFTS.partitioners.parallel_util">pyFTS.partitioners.parallel_util module</a></li>
 </ul>

docs/build/html/pyFTS.partitioners.html

@@ -55,11 +55,12 @@
 <li><a class="reference internal" href="#module-pyFTS.partitioners">Module contents</a></li>
 <li><a class="reference internal" href="#submodules">Submodules</a></li>
 <li><a class="reference internal" href="#module-pyFTS.partitioners.partitioner">pyFTS.partitioners.partitioner module</a></li>
+<li><a class="reference internal" href="#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li>
+<li><a class="reference internal" href="#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li>
+<li><a class="reference internal" href="#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li>
 <li><a class="reference internal" href="#module-pyFTS.partitioners.Grid">pyFTS.partitioners.Grid module</a></li>
 <li><a class="reference internal" href="#module-pyFTS.partitioners.Huarng">pyFTS.partitioners.Huarng module</a></li>
-<li><a class="reference internal" href="#module-pyFTS.partitioners.Entropy">pyFTS.partitioners.Entropy module</a></li>
+<li><a class="reference internal" href="#pyfts-partitioners-singleton-module">pyFTS.partitioners.Singleton module</a></li>
-<li><a class="reference internal" href="#module-pyFTS.partitioners.CMeans">pyFTS.partitioners.CMeans module</a></li>
-<li><a class="reference internal" href="#module-pyFTS.partitioners.FCM">pyFTS.partitioners.FCM module</a></li>
 <li><a class="reference internal" href="#module-pyFTS.partitioners.Util">pyFTS.partitioners.Util module</a></li>
 <li><a class="reference internal" href="#module-pyFTS.partitioners.parallel_util">pyFTS.partitioners.parallel_util module</a></li>
 </ul>
@@ -198,17 +199,15 @@
 </dd></dl>
 
 </div>
-<div class="section" id="module-pyFTS.partitioners.Grid">
+<div class="section" id="module-pyFTS.partitioners.CMeans">
-<span id="pyfts-partitioners-grid-module"></span><h2>pyFTS.partitioners.Grid module<a class="headerlink" href="#module-pyFTS.partitioners.Grid" title="Permalink to this headline">¶</a></h2>
+<span id="pyfts-partitioners-cmeans-module"></span><h2>pyFTS.partitioners.CMeans module<a class="headerlink" href="#module-pyFTS.partitioners.CMeans" title="Permalink to this headline">¶</a></h2>
-<p>Even Length Grid Partitioner</p>
 <dl class="class">
-<dt id="pyFTS.partitioners.Grid.GridPartitioner">
+<dt id="pyFTS.partitioners.CMeans.CMeansPartitioner">
-<em class="property">class </em><code class="descclassname">pyFTS.partitioners.Grid.</code><code class="descname">GridPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/Grid.html#GridPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Grid.GridPartitioner" title="Permalink to this definition">¶</a></dt>
+<em class="property">class </em><code class="descclassname">pyFTS.partitioners.CMeans.</code><code class="descname">CMeansPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/CMeans.html#CMeansPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.CMeansPartitioner" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#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 Grid Partitioner</p>
 <dl class="method">
-<dt id="pyFTS.partitioners.Grid.GridPartitioner.build">
+<dt id="pyFTS.partitioners.CMeans.CMeansPartitioner.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/partitioners/Grid.html#GridPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Grid.GridPartitioner.build" title="Permalink to this definition">¶</a></dt>
+<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/partitioners/CMeans.html#CMeansPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.CMeansPartitioner.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" />
@@ -224,33 +223,15 @@
 
 </dd></dl>
 
-</div>
+<dl class="function">
-<div class="section" id="module-pyFTS.partitioners.Huarng">
+<dt id="pyFTS.partitioners.CMeans.c_means">
-<span id="pyfts-partitioners-huarng-module"></span><h2>pyFTS.partitioners.Huarng module<a class="headerlink" href="#module-pyFTS.partitioners.Huarng" title="Permalink to this headline">¶</a></h2>
+<code class="descclassname">pyFTS.partitioners.CMeans.</code><code class="descname">c_means</code><span class="sig-paren">(</span><em>k</em>, <em>dados</em>, <em>tam</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/CMeans.html#c_means"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.c_means" title="Permalink to this definition">¶</a></dt>
-<p>K. H. Huarng, “Effective lengths of intervals to improve forecasting in fuzzy time series,”
+<dd></dd></dl>
-Fuzzy Sets Syst., vol. 123, no. 3, pp. 387–394, Nov. 2001.</p>
-<dl class="class">
-<dt id="pyFTS.partitioners.Huarng.HuarngPartitioner">
-<em class="property">class </em><code class="descclassname">pyFTS.partitioners.Huarng.</code><code class="descname">HuarngPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/Huarng.html#HuarngPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Huarng.HuarngPartitioner" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#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>Huarng Empirical Partitioner</p>
-<dl class="method">
-<dt id="pyFTS.partitioners.Huarng.HuarngPartitioner.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/partitioners/Huarng.html#HuarngPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Huarng.HuarngPartitioner.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>
 
-</dd></dl>
+<dl class="function">
+<dt id="pyFTS.partitioners.CMeans.distance">
+<code class="descclassname">pyFTS.partitioners.CMeans.</code><code class="descname">distance</code><span class="sig-paren">(</span><em>x</em>, <em>y</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/CMeans.html#distance"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.distance" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
 
 </div>
 <div class="section" id="module-pyFTS.partitioners.Entropy">
@@ -310,41 +291,6 @@ Technol. Forecast. Social Change, vol. 73, no. 5, pp. 524–542, Jun. 2006.</p>
 <code class="descclassname">pyFTS.partitioners.Entropy.</code><code class="descname">splitBelow</code><span class="sig-paren">(</span><em>data</em>, <em>threshold</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/Entropy.html#splitBelow"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Entropy.splitBelow" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
-</div>
-<div class="section" id="module-pyFTS.partitioners.CMeans">
-<span id="pyfts-partitioners-cmeans-module"></span><h2>pyFTS.partitioners.CMeans module<a class="headerlink" href="#module-pyFTS.partitioners.CMeans" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="pyFTS.partitioners.CMeans.CMeansPartitioner">
-<em class="property">class </em><code class="descclassname">pyFTS.partitioners.CMeans.</code><code class="descname">CMeansPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/CMeans.html#CMeansPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.CMeansPartitioner" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#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>
-<dl class="method">
-<dt id="pyFTS.partitioners.CMeans.CMeansPartitioner.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/partitioners/CMeans.html#CMeansPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.CMeansPartitioner.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>
-
-</dd></dl>
-
-<dl class="function">
-<dt id="pyFTS.partitioners.CMeans.c_means">
-<code class="descclassname">pyFTS.partitioners.CMeans.</code><code class="descname">c_means</code><span class="sig-paren">(</span><em>k</em>, <em>dados</em>, <em>tam</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/CMeans.html#c_means"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.c_means" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="function">
-<dt id="pyFTS.partitioners.CMeans.distance">
-<code class="descclassname">pyFTS.partitioners.CMeans.</code><code class="descname">distance</code><span class="sig-paren">(</span><em>x</em>, <em>y</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/CMeans.html#distance"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.CMeans.distance" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
 </div>
 <div class="section" id="module-pyFTS.partitioners.FCM">
 <span id="pyfts-partitioners-fcm-module"></span><h2>pyFTS.partitioners.FCM module<a class="headerlink" href="#module-pyFTS.partitioners.FCM" title="Permalink to this headline">¶</a></h2>
@@ -387,6 +333,88 @@ Comput. Math. Appl., vol. 56, no. 12, pp. 3052–3063, Dec. 2008. DOI: 10.1016/j
 <code class="descclassname">pyFTS.partitioners.FCM.</code><code class="descname">membership</code><span class="sig-paren">(</span><em>val</em>, <em>vals</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/FCM.html#membership"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.FCM.membership" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
+</div>
+<div class="section" id="module-pyFTS.partitioners.Grid">
+<span id="pyfts-partitioners-grid-module"></span><h2>pyFTS.partitioners.Grid module<a class="headerlink" href="#module-pyFTS.partitioners.Grid" title="Permalink to this headline">¶</a></h2>
+<p>Even Length Grid Partitioner</p>
+<dl class="class">
+<dt id="pyFTS.partitioners.Grid.GridPartitioner">
+<em class="property">class </em><code class="descclassname">pyFTS.partitioners.Grid.</code><code class="descname">GridPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/Grid.html#GridPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Grid.GridPartitioner" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#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 Grid Partitioner</p>
+<dl class="method">
+<dt id="pyFTS.partitioners.Grid.GridPartitioner.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/partitioners/Grid.html#GridPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Grid.GridPartitioner.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>
+
+</dd></dl>
+
+</div>
+<div class="section" id="module-pyFTS.partitioners.Huarng">
+<span id="pyfts-partitioners-huarng-module"></span><h2>pyFTS.partitioners.Huarng module<a class="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,”
+Fuzzy Sets Syst., vol. 123, no. 3, pp. 387–394, Nov. 2001.</p>
+<dl class="class">
+<dt id="pyFTS.partitioners.Huarng.HuarngPartitioner">
+<em class="property">class </em><code class="descclassname">pyFTS.partitioners.Huarng.</code><code class="descname">HuarngPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/Huarng.html#HuarngPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Huarng.HuarngPartitioner" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#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>Huarng Empirical Partitioner</p>
+<dl class="method">
+<dt id="pyFTS.partitioners.Huarng.HuarngPartitioner.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/partitioners/Huarng.html#HuarngPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Huarng.HuarngPartitioner.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>
+
+</dd></dl>
+
+</div>
+<div class="section" id="pyfts-partitioners-singleton-module">
+<h2>pyFTS.partitioners.Singleton module<a class="headerlink" href="#pyfts-partitioners-singleton-module" title="Permalink to this headline">¶</a></h2>
+<span class="target" id="module-pyFTS.partitioners.Singleton"></span><p>Even Length Grid Partitioner</p>
+<dl class="class">
+<dt id="pyFTS.partitioners.Singleton.SingletonPartitioner">
+<em class="property">class </em><code class="descclassname">pyFTS.partitioners.Singleton.</code><code class="descname">SingletonPartitioner</code><span class="sig-paren">(</span><em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/partitioners/Singleton.html#SingletonPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Singleton.SingletonPartitioner" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#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>Singleton Partitioner</p>
+<dl class="method">
+<dt id="pyFTS.partitioners.Singleton.SingletonPartitioner.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/partitioners/Singleton.html#SingletonPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.partitioners.Singleton.SingletonPartitioner.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>
+
+</dd></dl>
+
 </div>
 <div class="section" id="module-pyFTS.partitioners.Util">
 <span id="pyfts-partitioners-util-module"></span><h2>pyFTS.partitioners.Util module<a class="headerlink" href="#module-pyFTS.partitioners.Util" title="Permalink to this headline">¶</a></h2>

docs/pyFTS.partitioners.rst

@@ -20,6 +20,30 @@ pyFTS.partitioners.partitioner module
     :undoc-members:
     :show-inheritance:
     
+pyFTS.partitioners.CMeans module
+--------------------------------
+
+.. automodule:: pyFTS.partitioners.CMeans
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+pyFTS.partitioners.Entropy module
+---------------------------------
+
+.. automodule:: pyFTS.partitioners.Entropy
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+pyFTS.partitioners.FCM module
+-----------------------------
+
+.. automodule:: pyFTS.partitioners.FCM
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
 pyFTS.partitioners.Grid module
 ------------------------------
 
@@ -36,29 +60,14 @@ pyFTS.partitioners.Huarng module
     :undoc-members:
     :show-inheritance:
 
-pyFTS.partitioners.Entropy module
+pyFTS.partitioners.Singleton module
----------------------------------
-
-.. automodule:: pyFTS.partitioners.Entropy
-    :members:
-    :undoc-members:
-    :show-inheritance:
-
-pyFTS.partitioners.CMeans module
 --------------------------------
 
-.. automodule:: pyFTS.partitioners.CMeans
+.. automodule:: pyFTS.partitioners.Singleton
     :members:
     :undoc-members:
     :show-inheritance:
 
-pyFTS.partitioners.FCM module
------------------------------
-
-.. automodule:: pyFTS.partitioners.FCM
-    :members:
-    :undoc-members:
-    :show-inheritance:
 
 pyFTS.partitioners.Util module
 ------------------------------