Configuration and documentation update due the release 1.6

docs/build/html/.buildinfo

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docs/build/html/_modules/pyFTS/benchmarks/Measures.html

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docs/build/html/_modules/pyFTS/benchmarks/Util.html

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docs/build/html/_modules/pyFTS/benchmarks/benchmarks.html

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     </script>
-    <title>pyFTS.common.Transformations &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.common.Transformations &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -323,7 +323,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/common/Util.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.common.Util &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.common.Util &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -80,6 +80,7 @@
 <span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 <span class="kn">import</span> <span class="nn">dill</span>
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
 <span class="kn">import</span> <span class="nn">matplotlib.cm</span> <span class="k">as</span> <span class="nn">cmx</span>
 <span class="kn">import</span> <span class="nn">matplotlib.colors</span> <span class="k">as</span> <span class="nn">pltcolors</span>
 <span class="kn">from</span> <span class="nn">pyFTS.probabilistic</span> <span class="k">import</span> <span class="n">ProbabilityDistribution</span>
@@ -414,7 +415,10 @@
 <span class="sd">    :param inc: percentual of data used for slide the window</span>
 <span class="sd">    :return: window count, training set, test set</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">l</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+
+    <span class="n">multivariate</span> <span class="o">=</span> <span class="kc">True</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">)</span> <span class="k">else</span> <span class="kc">False</span>
+
+    <span class="n">l</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="p">)</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">multivariate</span> <span class="k">else</span> <span class="nb">len</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
     <span class="n">ttrain</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="n">windowsize</span> <span class="o">*</span> <span class="n">train</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span>
     <span class="n">ic</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="nb">round</span><span class="p">(</span><span class="n">windowsize</span> <span class="o">*</span> <span class="n">inc</span><span class="p">,</span> <span class="mi">0</span><span class="p">))</span>
 
@@ -431,6 +435,9 @@
             <span class="n">_end</span> <span class="o">=</span> <span class="n">l</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="n">_end</span> <span class="o">=</span> <span class="n">count</span> <span class="o">+</span> <span class="n">windowsize</span>
+        <span class="k">if</span> <span class="n">multivariate</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="p">(</span><span class="n">count</span><span class="p">,</span> <span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">count</span><span class="p">:</span> <span class="n">count</span> <span class="o">+</span> <span class="n">ttrain</span><span class="p">],</span> <span class="n">data</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="n">count</span> <span class="o">+</span> <span class="n">ttrain</span><span class="p">:</span> <span class="n">_end</span><span class="p">])</span>
+        <span class="k">else</span><span class="p">:</span>
             <span class="k">yield</span> <span class="p">(</span><span class="n">count</span><span class="p">,</span>  <span class="n">data</span><span class="p">[</span><span class="n">count</span> <span class="p">:</span> <span class="n">count</span> <span class="o">+</span> <span class="n">ttrain</span><span class="p">],</span> <span class="n">data</span><span class="p">[</span><span class="n">count</span> <span class="o">+</span> <span class="n">ttrain</span> <span class="p">:</span> <span class="n">_end</span><span class="p">]</span>  <span class="p">)</span></div>
 
 
@@ -490,7 +497,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/common/flrg.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.common.flrg &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.common.flrg &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -202,7 +202,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/common/fts.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.common.fts &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.common.fts &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -658,7 +658,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/common/tree.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.common.tree &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.common.tree &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -161,7 +161,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/AirPassengers.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.AirPassengers &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.AirPassengers &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -120,7 +120,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/Bitcoin.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.Bitcoin &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.Bitcoin &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -123,7 +123,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/DowJones.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.DowJones &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.DowJones &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -124,7 +124,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/EURGBP.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.EURGBP &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.EURGBP &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -122,7 +122,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/EURUSD.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.EURUSD &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.EURUSD &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -122,7 +122,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/Enrollments.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.Enrollments &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.Enrollments &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
       </ul>
     </div>
@@ -113,7 +113,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
       </ul>
     </div>

docs/build/html/_modules/pyFTS/data/Ethereum.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>pyFTS.data.Ethereum &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.Ethereum &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="../../../_static/documentation_options.js"></script>
@@ -42,7 +42,7 @@
         <li class="right" >
           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" accesskey="U">Module code</a> &#187;</li> 
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docs/build/html/_modules/pyFTS/data/GBPUSD.html

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docs/build/html/_modules/pyFTS/data/INMET.html

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docs/build/html/_modules/pyFTS/data/Malaysia.html

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docs/build/html/_modules/pyFTS/data/NASDAQ.html

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docs/build/html/_modules/pyFTS/data/SONDA.html

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docs/build/html/_modules/pyFTS/data/SP500.html

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docs/build/html/_modules/pyFTS/data/TAIEX.html

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docs/build/html/_modules/pyFTS/data/artificial.html

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-    <title>pyFTS.data.artificial &#8212; pyFTS 1.4 documentation</title>
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docs/build/html/_modules/pyFTS/data/common.html

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docs/build/html/_modules/pyFTS/data/henon.html

@@ -17,7 +17,7 @@
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+    <title>pyFTS.data.henon &#8212; pyFTS 1.6 documentation</title>
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docs/build/html/_modules/pyFTS/data/logistic_map.html

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-    <title>pyFTS.data.logistic_map &#8212; pyFTS 1.4 documentation</title>
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docs/build/html/_modules/pyFTS/data/lorentz.html

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docs/build/html/_modules/pyFTS/data/mackey_glass.html

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docs/build/html/_modules/pyFTS/data/rossler.html

@@ -17,7 +17,7 @@
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docs/build/html/_modules/pyFTS/data/sunspots.html

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-    <title>pyFTS.data.sunspots &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.data.sunspots &#8212; pyFTS 1.6 documentation</title>
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -119,7 +119,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/distributed/spark.html

@@ -17,7 +17,7 @@
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-    <title>pyFTS.distributed.spark &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.distributed.spark &#8212; pyFTS 1.6 documentation</title>
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -420,7 +420,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/hyperparam/Util.html

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-    <title>pyFTS.hyperparam.Util &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.hyperparam.Util &#8212; pyFTS 1.6 documentation</title>
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     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -157,7 +157,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/chen.html

@@ -17,7 +17,7 @@
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       })();
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-    <title>pyFTS.models.chen &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.chen &#8212; pyFTS 1.6 documentation</title>
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     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -178,7 +178,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/cheng.html

@@ -17,7 +17,7 @@
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-    <title>pyFTS.models.cheng &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.cheng &#8212; pyFTS 1.6 documentation</title>
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     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
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@@ -149,7 +149,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/ensemble/ensemble.html

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-    <title>pyFTS.models.ensemble.ensemble &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.ensemble.ensemble &#8212; pyFTS 1.6 documentation</title>
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
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@@ -413,7 +413,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/ensemble/multiseasonal.html

@@ -17,7 +17,7 @@
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-    <title>pyFTS.models.ensemble.multiseasonal &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.ensemble.multiseasonal &#8212; pyFTS 1.6 documentation</title>
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     <link rel="stylesheet" href="../../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -181,7 +181,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/hofts.html

@@ -17,7 +17,7 @@
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       })();
     </script>
-    <title>pyFTS.models.hofts &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.hofts &#8212; pyFTS 1.6 documentation</title>
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     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -327,7 +327,7 @@
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-                <span class="n">final</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">midpoints</span><span class="p">,</span> <span class="n">memberships</span><span class="p">)</span>
+                <span class="n">final</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">midpoints</span><span class="p">,</span> <span class="n">memberships</span><span class="p">)</span><span class="o">/</span><span class="n">np</span><span class="o">.</span><span class="n">nansum</span><span class="p">(</span><span class="n">memberships</span><span class="p">)</span>
                 <span class="k">if</span> <span class="n">explain</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">append_log</span><span class="p">(</span><span class="s2">&quot;Deffuzyfication&quot;</span><span class="p">,</span> <span class="s2">&quot;By Memberships: </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">final</span><span class="p">))</span>
 
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@@ -378,7 +378,7 @@
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           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/hwang.html

@@ -17,7 +17,7 @@
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-    <title>pyFTS.models.hwang &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.hwang &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -153,7 +153,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/ifts.html

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-    <title>pyFTS.models.ifts &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.ifts &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -177,7 +177,7 @@
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
           <li class="nav-item nav-item-1"><a href="../../index.html" >Module code</a> &#187;</li> 
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docs/build/html/_modules/pyFTS/models/incremental/IncrementalEnsemble.html

@@ -17,7 +17,7 @@
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       })();
     </script>
-    <title>pyFTS.models.incremental.IncrementalEnsemble &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.incremental.IncrementalEnsemble &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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           <a href="../../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -180,7 +180,7 @@
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           <a href="../../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/incremental/TimeVariant.html

@@ -17,7 +17,7 @@
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-    <title>pyFTS.models.incremental.TimeVariant &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.incremental.TimeVariant &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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           <a href="../../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -171,7 +171,7 @@
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           <a href="../../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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docs/build/html/_modules/pyFTS/models/ismailefendi.html

@@ -17,7 +17,7 @@
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-    <title>pyFTS.models.ismailefendi &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS.models.ismailefendi &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="../../../_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
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@@ -42,7 +42,7 @@
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           <a href="../../../py-modindex.html" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.4 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="../../../index.html">pyFTS 1.6 documentation</a> &#187;</li>
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@@ -200,7 +200,7 @@
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              >modules</a> |</li>
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docs/build/html/_modules/pyFTS/models/multivariate/FLR.html

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docs/build/html/_modules/pyFTS/models/multivariate/cmvfts.html

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docs/build/html/_modules/pyFTS/models/multivariate/common.html

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docs/build/html/_modules/pyFTS/models/multivariate/flrg.html

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docs/build/html/_modules/pyFTS/models/multivariate/granular.html

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docs/build/html/_modules/pyFTS/models/multivariate/grid.html

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docs/build/html/_modules/pyFTS/models/multivariate/mvfts.html

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docs/build/html/_modules/pyFTS/models/multivariate/variable.html

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docs/build/html/_modules/pyFTS/models/nonstationary/common.html

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docs/build/html/_modules/pyFTS/models/nonstationary/cvfts.html

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docs/build/html/_modules/pyFTS/models/nonstationary/flrg.html

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docs/build/html/_modules/pyFTS/models/nonstationary/honsfts.html

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+        <li class="nav-item nav-item-0"><a href="#">pyFTS 1.6 documentation</a> &#187;</li> 
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@@ -183,7 +183,7 @@ src="http://www.ifmg.edu.br/portal/imagens/logovertical.jpg" alt="IFMG" width="1
         <li class="right" >
           <a href="quickstart.html" title="pyFTS Quick Start"
              >next</a> |</li>
-        <li class="nav-item nav-item-0"><a href="#">pyFTS 1.4 documentation</a> &#187;</li> 
+        <li class="nav-item nav-item-0"><a href="#">pyFTS 1.6 documentation</a> &#187;</li> 
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     </div>
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docs/build/html/modules.html

@@ -17,7 +17,7 @@
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       })();
     </script>
-    <title>pyFTS &#8212; pyFTS 1.4 documentation</title>
+    <title>pyFTS &#8212; pyFTS 1.6 documentation</title>
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     <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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@@ -50,7 +50,7 @@
         <li class="right" >
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              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.4 documentation</a> &#187;</li> 
+        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 documentation</a> &#187;</li> 
       </ul>
     </div>
       <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
@@ -245,7 +245,7 @@
         <li class="right" >
           <a href="quickstart.html" title="pyFTS Quick Start"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.4 documentation</a> &#187;</li> 
+        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 documentation</a> &#187;</li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">

docs/build/html/py-modindex.html

@@ -17,7 +17,7 @@
         var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
       })();
     </script>
-    <title>Python Module Index &#8212; pyFTS 1.4 documentation</title>
+    <title>Python Module Index &#8212; pyFTS 1.6 documentation</title>
     <link rel="stylesheet" href="_static/bizstyle.css" type="text/css" />
     <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <script type="text/javascript" src="_static/documentation_options.js"></script>
@@ -45,7 +45,7 @@
         <li class="right" >
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              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.4 documentation</a> &#187;</li> 
+        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 documentation</a> &#187;</li> 
       </ul>
     </div>
       <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
@@ -632,7 +632,7 @@
         <li class="right" >
           <a href="#" title="Python Module Index"
              >modules</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.4 documentation</a> &#187;</li> 
+        <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 documentation</a> &#187;</li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">