From c775b1f41d66acb908f9642e56c76f04cce8a7e3 Mon Sep 17 00:00:00 2001
From: Guillaume Blanchy <sagitta1618@gmail.com>
Date: Mon, 14 Feb 2022 20:38:00 +0100
Subject: [PATCH] recompile doc

---
 sphinx/build/doctrees/Ohmpi.doctree           |  Bin 11240 -> 10914 bytes
 .../Ohmpi_V2_00/V2_00_step_01.doctree         |  Bin 27473 -> 27100 bytes
 .../Ohmpi_V2_00/V2_00_step_02.doctree         |  Bin 99884 -> 98839 bytes
 .../Ohmpi_V2_00/V2_00_step_03.doctree         |  Bin 66404 -> 66369 bytes
 sphinx/build/doctrees/V1_01.doctree           |  Bin 110132 -> 109906 bytes
 sphinx/build/doctrees/V1_02.doctree           |  Bin 113906 -> 113680 bytes
 sphinx/build/doctrees/V2_00.doctree           |  Bin 18129 -> 18084 bytes
 sphinx/build/doctrees/environment.pickle      |  Bin 54737 -> 53655 bytes
 sphinx/build/doctrees/index.doctree           |  Bin 7876 -> 7734 bytes
 sphinx/build/html/.buildinfo                  |    2 +-
 sphinx/build/html/Ohmpi.html                  |  152 +-
 .../build/html/Ohmpi_V2_00/V2_00_step_01.html |  151 +-
 .../build/html/Ohmpi_V2_00/V2_00_step_02.html |  159 +-
 .../build/html/Ohmpi_V2_00/V2_00_step_03.html |  163 +-
 sphinx/build/html/V1_01.html                  |  254 ++-
 sphinx/build/html/V1_02.html                  |  248 +-
 sphinx/build/html/V2_00.html                  |  150 +-
 sphinx/build/html/_images/B_0x71-a.jpg        |  Bin 293515 -> 288213 bytes
 sphinx/build/html/_static/basic.css           |   88 +-
 sphinx/build/html/_static/css/theme.css       |    4 +-
 sphinx/build/html/_static/doctools.js         |    2 -
 sphinx/build/html/_static/js/theme.js         |    2 +-
 sphinx/build/html/_static/searchtools.js      |   15 +-
 .../build/html/_static/underscore-1.12.0.js   | 2027 +++++++++++++++++
 sphinx/build/html/_static/underscore.js       |    8 +-
 sphinx/build/html/genindex.html               |  136 +-
 sphinx/build/html/index.html                  |  146 +-
 sphinx/build/html/search.html                 |  140 +-
 sphinx/build/html/searchindex.js              |    2 +-
 29 files changed, 3453 insertions(+), 396 deletions(-)
 create mode 100644 sphinx/build/html/_static/underscore-1.12.0.js

diff --git a/sphinx/build/doctrees/Ohmpi.doctree b/sphinx/build/doctrees/Ohmpi.doctree
index 5a04ed933a0a03f90bd1243fbe5f78def38be404..d1ae86b2032553d1f0ac6c9929a78a5b4abb6a3e 100644
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diff --git a/sphinx/build/doctrees/Ohmpi_V2_00/V2_00_step_01.doctree b/sphinx/build/doctrees/Ohmpi_V2_00/V2_00_step_01.doctree
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diff --git a/sphinx/build/doctrees/V1_01.doctree b/sphinx/build/doctrees/V1_01.doctree
index 96460c5bc17801b4ed23b20bafce3bccfe602533..37f223b4dea0036e8ac66cf9f45546c66b2ab032 100644
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diff --git a/sphinx/build/doctrees/V1_02.doctree b/sphinx/build/doctrees/V1_02.doctree
index f69dc44cbd5e54522b6569c2a67e6ca87627e288..346c389a7bbb989c0f9671c6ab5278ecc88301ae 100644
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diff --git a/sphinx/build/doctrees/environment.pickle b/sphinx/build/doctrees/environment.pickle
index 97781525ab6a1cd84b4828426dea53485393360e..20a2a0e6757ae265181440d781c8fa69560c73e2 100644
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index 6cccd097..60ebd1da 100644
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index 66c5f0ff..6010ada6 100644
--- a/sphinx/build/html/Ohmpi.html
+++ b/sphinx/build/html/Ohmpi.html
@@ -1,33 +1,70 @@
+
+
 <!DOCTYPE html>
 <html class="writer-html5" lang="en" >
 <head>
   <meta charset="utf-8" />
+  
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  
   <title>OhmPi project &mdash; Ohmpi: open hardware resistivity-meter documentation</title>
-      <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
-      <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+  
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+  
+  <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+  <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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+  
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+  
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-        <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    
+      <script type="text/javascript" id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
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-    <script src="_static/js/theme.js"></script>
+    
+    <script type="text/javascript" src="_static/js/theme.js"></script>
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+    
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="OhmPi V 1.01 (limited to 32 electrodes)" href="V1_01.html" />
     <link rel="prev" title="OHMPI: Open source and open hardware resitivity-meter" href="index.html" /> 
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-<body class="wy-body-for-nav"> 
+<body class="wy-body-for-nav">
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       <div class="wy-side-scroll">
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+          
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+          
           </a>
+
+          
+            
+            
+          
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 <div role="search">
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@@ -35,7 +72,18 @@
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   </form>
 </div>
-        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+
+          
+        </div>
+
+        
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+              
+            
+            
               <ul class="current">
 <li class="toctree-l1 current"><a class="current reference internal" href="#">OhmPi project</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="#authors"><strong>Authors:</strong></a></li>
@@ -49,32 +97,73 @@
 <li class="toctree-l1"><a class="reference internal" href="V2_00.html">OhmPi V 2.00 (64 electrodes and 12V)</a></li>
 </ul>
 
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+          
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       </div>
     </nav>
 
-    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
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+      <nav class="wy-nav-top" aria-label="top navigation">
+        
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
           <a href="index.html">Ohmpi:</a>
+        
       </nav>
 
+
       <div class="wy-nav-content">
+        
         <div class="rst-content">
-          <div role="navigation" aria-label="Page navigation">
+        
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+
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+
   <ul class="wy-breadcrumbs">
+    
       <li><a href="index.html" class="icon icon-home"></a> &raquo;</li>
+        
       <li>OhmPi project</li>
+    
+    
       <li class="wy-breadcrumbs-aside">
+        
+          
             <a href="_sources/Ohmpi.rst.txt" rel="nofollow"> View page source</a>
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+        
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+    
   </ul>
+
+  
   <hr/>
 </div>
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
-             
+            
   <div class="section" id="ohmpi-project">
-<h1>OhmPi project<a class="headerlink" href="#ohmpi-project" title="Permalink to this headline"></a></h1>
+<h1>OhmPi project<a class="headerlink" href="#ohmpi-project" title="Permalink to this headline">¶</a></h1>
 <blockquote>
 <div><a class="reference internal image-reference" href="_images/logo_ohmpi.JPG"><img alt="Logo OhmPi" class="align-center" src="_images/logo_ohmpi.JPG" style="width: 250px; height: 180px;" /></a>
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@@ -82,7 +171,7 @@
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 </div>
 <div class="section" id="authors">
-<h2><strong>Authors:</strong><a class="headerlink" href="#authors" title="Permalink to this headline"></a></h2>
+<h2><strong>Authors:</strong><a class="headerlink" href="#authors" title="Permalink to this headline">¶</a></h2>
 <div class="line-block">
 <div class="line">Rémi CLEMENT,Vivien DUBOIS,Nicolas Forquet, INRAE, REVERSAAL, Villeurbanne, France.</div>
 <div class="line">Yannick FARGIER, GERS-RRO, Univ Gustave Eiffel, IFSTTAR, Lyon, France.</div>
@@ -94,7 +183,7 @@
 </div>
 </div>
 <div class="section" id="parteners">
-<h2><strong>Parteners:</strong><a class="headerlink" href="#parteners" title="Permalink to this headline"></a></h2>
+<h2><strong>Parteners:</strong><a class="headerlink" href="#parteners" title="Permalink to this headline">¶</a></h2>
 <table class="docutils align-center">
 <colgroup>
 <col style="width: 34%" />
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 <div class="section" id="citing-ohmpi">
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 </div>
 <div class="section" id="introduction">
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 <div class="line-block">
 <div class="line"><br /></div>
 </div>
@@ -146,33 +235,50 @@
 
 
            </div>
+           
           </div>
-          <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="index.html" class="btn btn-neutral float-left" title="OHMPI: Open source and open hardware resitivity-meter" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
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     </div>
 
   <hr/>
 
   <div role="contentinfo">
-    <p>&#169; Copyright 2022, INRAE, Team Ohmpi.</p>
-  </div>
+    <p>
+        &#169; Copyright 2022, INRAE, Team Ohmpi.
 
-  Built with <a href="https://www.sphinx-doc.org/">Sphinx</a> using a
+    </p>
+  </div>
+    
+    
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 <head>
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+  
   <title>STEP n°1 : Raspberry Pi configuration &mdash; Ohmpi: open hardware resistivity-meter documentation</title>
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   <div class="section" id="step-n1-raspberry-pi-configuration">
-<h1><strong>STEP n°1</strong> : Raspberry Pi  configuration<a class="headerlink" href="#step-n1-raspberry-pi-configuration" title="Permalink to this headline"></a></h1>
+<h1><strong>STEP n°1</strong> : Raspberry Pi  configuration<a class="headerlink" href="#step-n1-raspberry-pi-configuration" title="Permalink to this headline">¶</a></h1>
 <div class="section" id="part-a-os-installation">
-<h2><strong>PART A:</strong> OS installation<a class="headerlink" href="#part-a-os-installation" title="Permalink to this headline"></a></h2>
+<h2><strong>PART A:</strong> OS installation<a class="headerlink" href="#part-a-os-installation" title="Permalink to this headline">¶</a></h2>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 78%" />
@@ -163,7 +253,7 @@ To ensure that the GPIOs are in Low position, you will need to modify the /boot/
 </ol>
 </div>
 <div class="section" id="part-b-virtual-environnement-and-packages">
-<h2><strong>PART B:</strong> Virtual Environnement and packages<a class="headerlink" href="#part-b-virtual-environnement-and-packages" title="Permalink to this headline"></a></h2>
+<h2><strong>PART B:</strong> Virtual Environnement and packages<a class="headerlink" href="#part-b-virtual-environnement-and-packages" title="Permalink to this headline">¶</a></h2>
 <p>A virtual environment is a way to have multiple, parallel instances of the Python interpreter, each with different package sets and different configurations.
 Each virtual environment contains a discrete copy of the Python interpreter, including copies of its support utilities. It also protects your system in case of problems with the packages.</p>
 <p>All dependencies are specified in requirements.txt</p>
@@ -200,7 +290,7 @@ to leave the virtual environment simply type:</p>
 </div>
 </div>
 <div class="section" id="part-c-activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi">
-<h2><strong>PART C:</strong> Activate virtual environnement on Thonny (Python IDE)  (on Rapberry Pi)<a class="headerlink" href="#part-c-activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi" title="Permalink to this headline"></a></h2>
+<h2><strong>PART C:</strong> Activate virtual environnement on Thonny (Python IDE)  (on Rapberry Pi)<a class="headerlink" href="#part-c-activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi" title="Permalink to this headline">¶</a></h2>
 <p>If you decided to use a virtual environment, it is necessary to setup Thonny Python IDE the first time you use it.</p>
 <p>1- Run the Thonny Python IDE software, Click on raspebrry acces <strong>menu &gt; programming&gt; Thonny pythonIDE</strong></p>
 <p>2- Thonny’s interface opens, Python runs on the Root (Python 3.7.3 (/usr/bin/python3))</p>
@@ -228,33 +318,50 @@ to leave the virtual environment simply type:</p>
 
 
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diff --git a/sphinx/build/html/Ohmpi_V2_00/V2_00_step_02.html b/sphinx/build/html/Ohmpi_V2_00/V2_00_step_02.html
index cc59bc7c..4bc91a59 100644
--- a/sphinx/build/html/Ohmpi_V2_00/V2_00_step_02.html
+++ b/sphinx/build/html/Ohmpi_V2_00/V2_00_step_02.html
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 <li class="toctree-l1"><a class="reference internal" href="../V1_01.html">OhmPi V 1.01 (limited to 32 electrodes)</a></li>
@@ -58,42 +106,84 @@
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   <div class="section" id="step-n2-measurement-board">
-<h1><strong>STEP n°2</strong>: Measurement board<a class="headerlink" href="#step-n2-measurement-board" title="Permalink to this headline"></a></h1>
+<h1><strong>STEP n°2</strong>: Measurement board<a class="headerlink" href="#step-n2-measurement-board" title="Permalink to this headline">¶</a></h1>
 <div class="section" id="part-a-assembly-of-measurement-board">
-<h2><strong>PART A</strong> Assembly of measurement board<a class="headerlink" href="#part-a-assembly-of-measurement-board" title="Permalink to this headline"></a></h2>
+<h2><strong>PART A</strong> Assembly of measurement board<a class="headerlink" href="#part-a-assembly-of-measurement-board" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="required-components">
-<h3>Required components<a class="headerlink" href="#required-components" title="Permalink to this headline"></a></h3>
+<h3>Required components<a class="headerlink" href="#required-components" title="Permalink to this headline">¶</a></h3>
 <div class="align-center figure">
 <a class="reference internal image-reference" href="../_images/00_mes_board_components.jpg"><img alt="alternate text" src="../_images/00_mes_board_components.jpg" style="width: 600px; height: 450px;" /></a>
 </div>
 <table class="colwidths-given docutils align-default" id="id1">
-<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id1" title="Permalink to this table"></a></caption>
+<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id1" title="Permalink to this table">¶</a></caption>
 <colgroup>
 <col style="width: 8%" />
 <col style="width: 18%" />
@@ -316,7 +406,7 @@
 </table>
 </div>
 <div class="section" id="description">
-<h3>Description<a class="headerlink" href="#description" title="Permalink to this headline"></a></h3>
+<h3>Description<a class="headerlink" href="#description" title="Permalink to this headline">¶</a></h3>
 <div class="align-center figure">
 <a class="reference internal image-reference" href="../_images/schema_measurement_board.jpg"><img alt="alternate text" src="../_images/schema_measurement_board.jpg" style="width: 600px; height: 450px;" /></a>
 </div>
@@ -674,7 +764,7 @@ corners)</p></td>
 </div>
 </div>
 <div class="section" id="part-b-start-up-of-the-measurement-board">
-<h2><strong>PART B</strong> Start-up of the measurement board<a class="headerlink" href="#part-b-start-up-of-the-measurement-board" title="Permalink to this headline"></a></h2>
+<h2><strong>PART B</strong> Start-up of the measurement board<a class="headerlink" href="#part-b-start-up-of-the-measurement-board" title="Permalink to this headline">¶</a></h2>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 100%" />
@@ -685,7 +775,7 @@ corners)</p></td>
 </tbody>
 </table>
 <table class="colwidths-given docutils align-default" id="id2">
-<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id2" title="Permalink to this table"></a></caption>
+<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id2" title="Permalink to this table">¶</a></caption>
 <colgroup>
 <col style="width: 8%" />
 <col style="width: 18%" />
@@ -811,7 +901,7 @@ Raspberry Pi’s power port.</p></td>
 </table>
 </div>
 <div class="section" id="part-c-check-the-measurement-board">
-<h2><strong>PART C</strong> Check the measurement board<a class="headerlink" href="#part-c-check-the-measurement-board" title="Permalink to this headline"></a></h2>
+<h2><strong>PART C</strong> Check the measurement board<a class="headerlink" href="#part-c-check-the-measurement-board" title="Permalink to this headline">¶</a></h2>
 <blockquote>
 <div><p>Run the terminal, and write</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">i2cdetect</span> <span class="o">-</span><span class="n">y</span> <span class="mi">1</span>
@@ -962,33 +1052,50 @@ get the following result (220 ohm)</p></td>
 
 
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+           
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-  </div>
+    <p>
+        &#169; Copyright 2022, INRAE, Team Ohmpi.
 
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+    </p>
+  </div>
+    
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index 787cca71..a60fbc1b 100644
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+++ b/sphinx/build/html/Ohmpi_V2_00/V2_00_step_03.html
@@ -1,32 +1,69 @@
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 <li class="toctree-l1"><a class="reference internal" href="../V1_01.html">OhmPi V 1.01 (limited to 32 electrodes)</a></li>
@@ -57,33 +105,75 @@
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           <li><a href="../V2_00.html">OhmPi V 2.00 (64 electrodes and 12V)</a> &raquo;</li>
+        
       <li><strong>STEP n°3:</strong> MUX board</li>
+    
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-             
+            
   <div class="section" id="step-n3-mux-board">
-<h1><strong>STEP n°3:</strong> MUX board<a class="headerlink" href="#step-n3-mux-board" title="Permalink to this headline"></a></h1>
+<h1><strong>STEP n°3:</strong> MUX board<a class="headerlink" href="#step-n3-mux-board" title="Permalink to this headline">¶</a></h1>
 <p>The multiplexing of the channels is a mechanical multiplexing based on OMRON’s manufacturing relays (G5LE-1-VD 12 VDC). Each relay is combined with
 a ZVN4206A power MOFSET. The raspberry has only 30 GPIOs, which is not enough to activate all the 64 electrodes, which represent 512 GPIOs.
 We used gpio expender I2C (MCP23017). We have associated these components with an I2C muliplexer of type type TCA9548A from adafruit.
@@ -91,14 +181,14 @@ This combination allows to go up to 512 GPIOs and up to 128 electrodes. Each car
 In the following presentation for an Ohmpi 64 electrodes, we will use the addresses 0X70 for channel A, 0X71 for channel B, 0X72 for channel M and 0X73 for channel N.
 0X73 for the N channel. 4 MUX board will be needed to multiplex an Ohmpi 64 electrodes.</p>
 <div class="section" id="part-a-assembly-of-mux-board">
-<h2><strong>PART A</strong> Assembly of MUX board<a class="headerlink" href="#part-a-assembly-of-mux-board" title="Permalink to this headline"></a></h2>
+<h2><strong>PART A</strong> Assembly of MUX board<a class="headerlink" href="#part-a-assembly-of-mux-board" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="required-components">
-<h3>Required components<a class="headerlink" href="#required-components" title="Permalink to this headline"></a></h3>
+<h3>Required components<a class="headerlink" href="#required-components" title="Permalink to this headline">¶</a></h3>
 <div class="align-center figure">
 <a class="reference internal image-reference" href="../_images/MUX_board_componement.jpg"><img alt="alternate text" src="../_images/MUX_board_componement.jpg" style="width: 600px; height: 650px;" /></a>
 </div>
 <table class="colwidths-given docutils align-default" id="id1">
-<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id1" title="Permalink to this table"></a></caption>
+<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id1" title="Permalink to this table">¶</a></caption>
 <colgroup>
 <col style="width: 8%" />
 <col style="width: 18%" />
@@ -138,7 +228,7 @@ In the following presentation for an Ohmpi 64 electrodes, we will use the addres
 <td><p>0.62</p></td>
 <td><p>9.92</p></td>
 <td><p>BLK electronic</p></td>
-<td><p>10120550</p></td>
+<td><p>1580994</p></td>
 <td><p><a class="reference external" href="https://www.conrad.com/p/tru-components-1580994-pin-strip-no-ejector-contact-spacing-254-mm-total-number-of-pins-16-no-of-rows-2-1-pcs-1580994">https://www.conrad.com/p/tru-components-1580994-pin-strip-no-ejector-contact-spacing-254-mm-total-number-of-pins-16-no-of-rows-2-1-pcs-1580994</a></p></td>
 </tr>
 <tr class="row-even"><td><p>diode-1n4007</p></td>
@@ -155,7 +245,7 @@ In the following presentation for an Ohmpi 64 electrodes, we will use the addres
 <td><p>1.56</p></td>
 <td><p>BLK electronic</p></td>
 <td><p>10120550</p></td>
-<td><p><a class="reference external" href="https://www.conrad.com/p/tru-components-1580994-pin-strip-no-ejector-contact-spacing-254-mm-total-number-of-pins-16-no-of-rows-2-1-pcs-1580994">https://www.conrad.com/p/tru-components-1580994-pin-strip-no-ejector-contact-spacing-254-mm-total-number-of-pins-16-no-of-rows-2-1-pcs-1580994</a></p></td>
+<td><p><a class="reference external" href="https://www.conrad.com/p/bkl-electronic-10120550-pin-strip-no-ejector-contact-spacing-254-mm-total-number-of-pins-6-no-of-rows-2-1-pcs-741435">https://www.conrad.com/p/bkl-electronic-10120550-pin-strip-no-ejector-contact-spacing-254-mm-total-number-of-pins-6-no-of-rows-2-1-pcs-741435</a></p></td>
 </tr>
 <tr class="row-even"><td><p>Dual screw terminal (5.08-mm pitch)</p></td>
 <td><p>12</p></td>
@@ -197,7 +287,7 @@ In the following presentation for an Ohmpi 64 electrodes, we will use the addres
 <td><p>ZVN4206A</p></td>
 <td><p><a class="reference external" href="https://www.mouser.fr/ProductDetail/Diodes-Incorporated/ZVN4206A?qs=vHuUswq2%252Bsz9b%2Ff6fcXt7g%3D%3D">https://www.mouser.fr/ProductDetail/Diodes-Incorporated/ZVN4206A?qs=vHuUswq2%252Bsz9b%2Ff6fcXt7g%3D%3D</a></p></td>
 </tr>
-<tr class="row-odd"><td><p>100k? Resistor</p></td>
+<tr class="row-odd"><td><p>100kΩ Resistor</p></td>
 <td><p>256</p></td>
 <td><p>0.061</p></td>
 <td><p>15.616</p></td>
@@ -229,7 +319,7 @@ In the following presentation for an Ohmpi 64 electrodes, we will use the addres
 <td><p>10120862</p></td>
 <td><p><a class="reference external" href="https://www.conrad.com/p/bkl-electronic-10120862-pin-connector-strain-relief-contact-spacing-254-mm-total-number-of-pins-6-no-of-rows-2-1-742063">https://www.conrad.com/p/bkl-electronic-10120862-pin-connector-strain-relief-contact-spacing-254-mm-total-number-of-pins-6-no-of-rows-2-1-742063</a></p></td>
 </tr>
-<tr class="row-odd"><td><p>BKL Electronic 10120158/10 Ribbon cable Contact spacing: 1.27 mm 16 x 0.08 mm Multi-coloured 10 m</p></td>
+<tr class="row-odd"><td><p>BKL Electronic 10120158/10 Ribbon cable Contact spacing: 1.27 mm 16 x 0.08 mm² Multi-coloured 10 m</p></td>
 <td><p>1</p></td>
 <td><p>27</p></td>
 <td><p>27</p></td>
@@ -351,7 +441,7 @@ In the following presentation for an Ohmpi 64 electrodes, we will use the addres
 <td><img alt="../_images/MUX_05.jpg" src="../_images/MUX_05.jpg" />
 </td>
 </tr>
-<tr class="row-even"><td><p>Instalation of the terminal screw</p></td>
+<tr class="row-even"><td><p>Installation of the terminal screw</p></td>
 </tr>
 </tbody>
 </table>
@@ -432,7 +522,7 @@ In the following presentation for an Ohmpi 64 electrodes, we will use the addres
 </div>
 </div>
 <div class="section" id="part-b-mux-board-address">
-<h2><strong>PART B</strong> MUX board address<a class="headerlink" href="#part-b-mux-board-address" title="Permalink to this headline"></a></h2>
+<h2><strong>PART B</strong> MUX board address<a class="headerlink" href="#part-b-mux-board-address" title="Permalink to this headline">¶</a></h2>
 <p>To build an ohmpi it is necessary to have 4 MUX boards, with 4 different addresses. It is therefore necessary to identify each board, by assigning an address, which will be allocated in the Ohmpi code.
 We present here the addresses selected by default.</p>
 <p>For the A electrode board, we suggest addressing it with address 0x70:</p>
@@ -521,7 +611,7 @@ electrode name on the mux board (B).</p></td>
 </table>
 </div>
 <div class="section" id="part-c-validation-of-mux-board">
-<h2><strong>PART C</strong> Validation of MUX board<a class="headerlink" href="#part-c-validation-of-mux-board" title="Permalink to this headline"></a></h2>
+<h2><strong>PART C</strong> Validation of MUX board<a class="headerlink" href="#part-c-validation-of-mux-board" title="Permalink to this headline">¶</a></h2>
 <p>The first step is to test the Mux boards before assembling them definitively.
 To test the Mux boards, it will be necessary first to make a simplified assembly of the Mux board and the measurement board.</p>
 <p>The first thing to do is to prepare a 50 cm long flat wire with two 6-poles connectors.</p>
@@ -616,32 +706,49 @@ board.</p></td>
 
 
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@@ -73,32 +121,73 @@
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   <div class="section" id="ohmpi-v-1-01-limited-to-32-electrodes">
-<h1>OhmPi V 1.01 (limited to 32 electrodes)<a class="headerlink" href="#ohmpi-v-1-01-limited-to-32-electrodes" title="Permalink to this headline"></a></h1>
+<h1>OhmPi V 1.01 (limited to 32 electrodes)<a class="headerlink" href="#ohmpi-v-1-01-limited-to-32-electrodes" title="Permalink to this headline">¶</a></h1>
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
 <p>This version corresponds to the version published in the Hardware X journal.
@@ -106,13 +195,13 @@ However, we have corrected the bugs that existed on this version and explained t
 We invite you to refer to this document to assemble Ohmpi V1.01.</p>
 </div>
 <div class="section" id="the-philosophy-of-ohmpi">
-<h2>The philosophy of Ohmpi<a class="headerlink" href="#the-philosophy-of-ohmpi" title="Permalink to this headline"></a></h2>
+<h2>The philosophy of Ohmpi<a class="headerlink" href="#the-philosophy-of-ohmpi" title="Permalink to this headline">¶</a></h2>
 <p>The philosophy of Ohmpi V1.01 is to offer a multi electrode resistivity meter, from a set of commercially available
 electronic cards it is a resistivity meter limited to 32 electrodes only. It is limited to low-current injection,
 but suitable for small laboratory experiments and small field time monitoring</p>
 </div>
 <div class="section" id="technical-data">
-<h2>Technical data<a class="headerlink" href="#technical-data" title="Permalink to this headline"></a></h2>
+<h2>Technical data<a class="headerlink" href="#technical-data" title="Permalink to this headline">¶</a></h2>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 50%" />
@@ -169,9 +258,9 @@ control system</p></td>
 </table>
 </div>
 <div class="section" id="raspberry-pi-configuration">
-<h2>Raspberry Pi  configuration<a class="headerlink" href="#raspberry-pi-configuration" title="Permalink to this headline"></a></h2>
+<h2>Raspberry Pi  configuration<a class="headerlink" href="#raspberry-pi-configuration" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="os-installation">
-<h3>OS installation<a class="headerlink" href="#os-installation" title="Permalink to this headline"></a></h3>
+<h3>OS installation<a class="headerlink" href="#os-installation" title="Permalink to this headline">¶</a></h3>
 <p>The first step is to start up the Raspberry Pi board, including installation of an OS (operating system).
 For this step, the installation instructions are well described on the Raspberry website</p>
 <ol class="arabic simple">
@@ -221,7 +310,7 @@ To ensure that the GPIOs are in Low position, you will need to modify the /boot/
 </ol>
 </div>
 <div class="section" id="virtual-environnement-and-packages">
-<h3>Virtual Environnement and packages<a class="headerlink" href="#virtual-environnement-and-packages" title="Permalink to this headline"></a></h3>
+<h3>Virtual Environnement and packages<a class="headerlink" href="#virtual-environnement-and-packages" title="Permalink to this headline">¶</a></h3>
 <p>All dependencies are specified in requirements.txt</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -255,7 +344,7 @@ to leave the virtual environment simply type:</p>
 </div>
 </div>
 <div class="section" id="activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi">
-<h3>Activate virtual environnement on Thonny (Python IDE)  (on Rapberry Pi)<a class="headerlink" href="#activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi" title="Permalink to this headline"></a></h3>
+<h3>Activate virtual environnement on Thonny (Python IDE)  (on Rapberry Pi)<a class="headerlink" href="#activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi" title="Permalink to this headline">¶</a></h3>
 <p>If you decided to use a virtual environment, it is necessary to setup Thonny Python IDE the first time you use it.</p>
 <p>1- Run the Thonny Python IDE software, Click on raspebrry acces <strong>menu &gt; programming&gt; Thonny pythonIDE</strong></p>
 <p>2- Thonny’s interface opens, Python runs on the Root (Python 3.7.3 (/usr/bin/python3))</p>
@@ -281,11 +370,11 @@ to leave the virtual environment simply type:</p>
 </div>
 </div>
 <div class="section" id="assembly-of-the-measuring-current-injection-cards-and-connection-with-the-raspberry-pi">
-<h2>Assembly of the measuring/current injection cards, and connection with the Raspberry Pi<a class="headerlink" href="#assembly-of-the-measuring-current-injection-cards-and-connection-with-the-raspberry-pi" title="Permalink to this headline"></a></h2>
+<h2>Assembly of the measuring/current injection cards, and connection with the Raspberry Pi<a class="headerlink" href="#assembly-of-the-measuring-current-injection-cards-and-connection-with-the-raspberry-pi" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="electrical-resistivity-measurements-board">
-<h3>Electrical resistivity measurements board<a class="headerlink" href="#electrical-resistivity-measurements-board" title="Permalink to this headline"></a></h3>
+<h3>Electrical resistivity measurements board<a class="headerlink" href="#electrical-resistivity-measurements-board" title="Permalink to this headline">¶</a></h3>
 <div class="section" id="a-description">
-<h4>a) Description<a class="headerlink" href="#a-description" title="Permalink to this headline"></a></h4>
+<h4>a) Description<a class="headerlink" href="#a-description" title="Permalink to this headline">¶</a></h4>
 <p>To measure electrical resistivity with Raspberry Pi, an ADS1115 was introduced, as proposed by Florsch [7]. The ADS1115
 is a 16-bit ADC (Analog-to-Digital Converter), with an adaptable gain. Its value has been set at 2/3 in this study. The
 input signal value could lie between - to + 6.114 V. The ADS1115 is mounted on a board adapted from an in-house design.
@@ -319,11 +408,11 @@ A lithium ion battery or automobile-type lead-acid battery can deliver a strong
 constitutes a potential hazard. We therefore recommend adding a 1.5-A fuse between the battery and resistor R9.</p>
 <div class="align-center figure" id="id1">
 <a class="reference internal image-reference" href="_images/schema_measurement_board1.jpg"><img alt="alternate text" src="_images/schema_measurement_board1.jpg" style="width: 800px; height: 400px;" /></a>
-<p class="caption"><span class="caption-text">Measurement board</span><a class="headerlink" href="#id1" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Measurement board</span><a class="headerlink" href="#id1" title="Permalink to this image">¶</a></p>
 </div>
 </div>
 <div class="section" id="b-implementation">
-<h4>b) Implementation<a class="headerlink" href="#b-implementation" title="Permalink to this headline"></a></h4>
+<h4>b) Implementation<a class="headerlink" href="#b-implementation" title="Permalink to this headline">¶</a></h4>
 <p>The measurement board must be printed using the PCB file (Source file repository), with components soldered onto
 it by following the steps described below and illustrated in the following figure :</p>
 <ul>
@@ -338,16 +427,23 @@ it by following the steps described below and illustrated in the following figur
 \[coeff p2 = (R7 + R6) / R7\]</div>
 <div class="math notranslate nohighlight">
 \[coeff p3 = (R9 + R8) / R9\]</div>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="linenos">36</span> <span class="sd">&quot;&quot;&quot;</span>
-<span class="linenos">37</span><span class="sd"> hardware parameters</span>
-<span class="linenos">38</span><span class="sd"> &quot;&quot;&quot;</span>
-<span class="linenos">39</span> <span class="n">R_ref</span> <span class="o">=</span> <span class="mi">50</span> <span class="c1"># reference resistance value in ohm</span>
-<span class="linenos">40</span> <span class="n">coef_p0</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P0, measurement in V/V</span>
-<span class="linenos">41</span> <span class="n">coef_p1</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P1, measurement in V/V</span>
-<span class="linenos">42</span> <span class="n">coef_p2</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P2, measurement in V/V</span>
-<span class="linenos">43</span> <span class="n">coef_p3</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P3, measurement in V/V</span>
+<div class="highlight-python notranslate"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span></pre></div></td><td class="code"><div class="highlight"><pre><span></span> <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> hardware parameters</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+ <span class="n">R_ref</span> <span class="o">=</span> <span class="mi">50</span> <span class="c1"># reference resistance value in ohm</span>
+ <span class="n">coef_p0</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P0, measurement in V/V</span>
+ <span class="n">coef_p1</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P1, measurement in V/V</span>
+ <span class="n">coef_p2</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P2, measurement in V/V</span>
+ <span class="n">coef_p3</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P3, measurement in V/V</span>
 </pre></div>
-</div>
+</td></tr></table></div>
 <p>The coefficient parameters can be adjusted in lines 40 to 43 of the ohmpi.py code.</p>
 </div></blockquote>
 </dd>
@@ -366,16 +462,16 @@ battery terminal, according to Figure 9. Between the battery and the TX+ termina
 place a fuse holder with a 1.5-A fuse for safety purposes.</p>
 <div class="align-center figure" id="id2">
 <a class="reference internal image-reference" href="_images/measurement_board.jpg"><img alt="alternate text" src="_images/measurement_board.jpg" style="width: 800px; height: 500px;" /></a>
-<p class="caption"><span class="caption-text">Measurement circuit board assembly: a) printed circuit board, b) adding the 1-Kohm resistors ± 1%, c)adding the 1.5-Kohm resistors ± 1%, d) adding the black female 1 x 10 header and the 7-blue screw terminal block(2 pin, 3.5-mm pitch), e) adding the 50-ohm reference resistor ± 0.1%, and f) adding the ADS1115 and the LM358N low-power dual operational amplifiers</span><a class="headerlink" href="#id2" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Measurement circuit board assembly: a) printed circuit board, b) adding the 1-Kohm resistors ± 1%, c)adding the 1.5-Kohm resistors ± 1%, d) adding the black female 1 x 10 header and the 7-blue screw terminal block(2 pin, 3.5-mm pitch), e) adding the 50-ohm reference resistor ± 0.1%, and f) adding the ADS1115 and the LM358N low-power dual operational amplifiers</span><a class="headerlink" href="#id2" title="Permalink to this image">¶</a></p>
 </div>
 <div class="align-center figure" id="id3">
 <a class="reference internal image-reference" href="_images/measurement_board-2.jpg"><img alt="alternate text" src="_images/measurement_board-2.jpg" style="width: 800px; height: 700px;" /></a>
-<p class="caption"><span class="caption-text">Measurement board installation with Raspberry Pi</span><a class="headerlink" href="#id3" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Measurement board installation with Raspberry Pi</span><a class="headerlink" href="#id3" title="Permalink to this image">¶</a></p>
 </div>
 </div>
 </div>
 <div class="section" id="current-injection-board">
-<h3>Current injection board<a class="headerlink" href="#current-injection-board" title="Permalink to this headline"></a></h3>
+<h3>Current injection board<a class="headerlink" href="#current-injection-board" title="Permalink to this headline">¶</a></h3>
 <p>To carry out the electrical resistivity measurement, the first step consists of injecting current into the ground.
 In our case, a simple 9-V lead-acid battery is used to create an electrical potential difference that results
 in current circulating into the ground. The current is injected through electrodes A and B (see Fig. 2). This
@@ -389,7 +485,7 @@ the positive battery pole is connected to electrode A and the negative pole to e
 they remain in the normally closed position. This set-up offers a simple and robust solution to inject current.</p>
 <div class="align-center figure" id="id4">
 <a class="reference internal image-reference" href="_images/current_board.jpg"><img alt="alternate text" src="_images/current_board.jpg" style="width: 800px; height: 400px;" /></a>
-<p class="caption"><span class="caption-text">Wiring of the 4-channel relay module board for current injection management</span><a class="headerlink" href="#id4" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Wiring of the 4-channel relay module board for current injection management</span><a class="headerlink" href="#id4" title="Permalink to this image">¶</a></p>
 </div>
 <p>The next step consists of featuring the 4-channel relay module used for current injection and its assembly. The wiring
 between the relays must be carried out in strict accordance with Fig. 10. This card must then be connected to the Raspberry
@@ -400,19 +496,19 @@ shown in the diagram, using 1-mm2 cables (red and black in Fig. 10). Lastly, con
 to terminals B and A of the measurement board.</p>
 <div class="align-center figure" id="id5">
 <a class="reference internal image-reference" href="_images/installation_current_board.jpg"><img alt="alternate text" src="_images/installation_current_board.jpg" style="width: 800px; height: 700px;" /></a>
-<p class="caption"><span class="caption-text">Current injection board installation with Raspberry Pi</span><a class="headerlink" href="#id5" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Current injection board installation with Raspberry Pi</span><a class="headerlink" href="#id5" title="Permalink to this image">¶</a></p>
 </div>
 <p>Congratulations, you have build a 4 electrodes resistivity-meter.</p>
 </div>
 <div class="section" id="frist-four-electrodes-resistivity-mesurement">
-<h3>Frist four electrodes resistivity mesurement<a class="headerlink" href="#frist-four-electrodes-resistivity-mesurement" title="Permalink to this headline"></a></h3>
+<h3>Frist four electrodes resistivity mesurement<a class="headerlink" href="#frist-four-electrodes-resistivity-mesurement" title="Permalink to this headline">¶</a></h3>
 <p>Under construction !</p>
 <p>Describe the way to valide the first part of the instruction.
 Electrical resistivity measurement on test circuit</p>
 </div>
 </div>
 <div class="section" id="multiplexer-implentation">
-<h2>Multiplexer implentation<a class="headerlink" href="#multiplexer-implentation" title="Permalink to this headline"></a></h2>
+<h2>Multiplexer implentation<a class="headerlink" href="#multiplexer-implentation" title="Permalink to this headline">¶</a></h2>
 <p>The resistivity measurement is conducted on four terminals (A, B, M and N). The user could perform each measurement
 by manually plugging four electrodes into the four channel terminals. In practice, ERT requires several tens or thousands
 of measurements conducted on different electrode arrays. A multiplexer is therefore used to connect each channel to one of
@@ -424,7 +520,7 @@ which is entirely possible, a GPIO channel multiplier will have to be used.
 To prepare the multiplexer, the channels of the two relay boards must be connected according to the wiring diagram shown below.</p>
 <div class="align-center figure" id="id6">
 <a class="reference internal image-reference" href="_images/multiplexer_implementation.jpg"><img alt="alternate text" src="_images/multiplexer_implementation.jpg" style="width: 800px; height: 500px;" /></a>
-<p class="caption"><span class="caption-text">Schematic diagram of the wiring of two 16-channel relay shields</span><a class="headerlink" href="#id6" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Schematic diagram of the wiring of two 16-channel relay shields</span><a class="headerlink" href="#id6" title="Permalink to this image">¶</a></p>
 </div>
 <p>For this purpose, 0.5-mm² cables with end caps are used and their length adjusted for each connection in order to produce a clean assembly.
 The length was adjusted so that the distance between the two points to be connected could be directly measured on the board once they had
@@ -436,7 +532,7 @@ see Section 2.4). To execute this step, it will be necessary to follow the proto
 <blockquote>
 <div><div class="align-center figure" id="id7">
 <a class="reference internal image-reference" href="_images/connection.jpg"><img alt="alternate text" src="_images/connection.jpg" style="width: 800px; height: 400px;" /></a>
-<p class="caption"><span class="caption-text">Connection to the 16-channel relay shield</span><a class="headerlink" href="#id7" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Connection to the 16-channel relay shield</span><a class="headerlink" href="#id7" title="Permalink to this image">¶</a></p>
 </div>
 </div></blockquote>
 <p>For the 16-channel relay shield no. 1, these steps must be followed:
@@ -501,20 +597,20 @@ The next step consists of connecting the relay card inputs to the Raspberry Pi a
 </div></blockquote>
 </div>
 <div class="section" id="electrode-connection">
-<h2>Electrode connection<a class="headerlink" href="#electrode-connection" title="Permalink to this headline"></a></h2>
+<h2>Electrode connection<a class="headerlink" href="#electrode-connection" title="Permalink to this headline">¶</a></h2>
 <p>At this point, all that remains is to connect the electrodes of each multiplexer to a terminal block (Fig. 13). In our set-up, screw terminals assembled on a din rail were used.
 According to the chosen multiplexer configuration, all the relays of each multiplexer will be connected to an electrode and, consequently, each electrode will have four incoming
 connections. Instead of having four cables connecting an electrode terminal to each multiplexer, we recommend using the cable assembly shown in the following Figure.</p>
 <div class="align-center figure" id="id8">
 <a class="reference internal image-reference" href="_images/cable.jpg"><img alt="alternate text" src="_images/cable.jpg" style="width: 800px; height: 300px;" /></a>
-<p class="caption"><span class="caption-text">Wire cabling for multiplexer and terminal screw connection</span><a class="headerlink" href="#id8" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Wire cabling for multiplexer and terminal screw connection</span><a class="headerlink" href="#id8" title="Permalink to this image">¶</a></p>
 </div>
 <p>the next figure provides an example of multiplexer relay connections for electrode no. 1: this electrode of multiplexer MUX A must be connected to electrode no. 1 of MUX B. Moreover, electrode no. 1 of MUX B
 must be connected to electrode no. 1 of MUX N, which in turn must be connected to electrode no. 1 of MUX M. Lastly, electrode no. 1 of MUX M is connected to the terminal block.
 This operation must be repeated for all 32 electrodes.</p>
 <div class="align-center figure" id="id9">
 <a class="reference internal image-reference" href="_images/electrode_cable.jpg"><img alt="alternate text" src="_images/electrode_cable.jpg" style="width: 800px; height: 800px;" /></a>
-<p class="caption"><span class="caption-text">Example of a multiplexer connection to the screw terminal for electrode no. 1.</span><a class="headerlink" href="#id9" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Example of a multiplexer connection to the screw terminal for electrode no. 1.</span><a class="headerlink" href="#id9" title="Permalink to this image">¶</a></p>
 </div>
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
@@ -523,16 +619,16 @@ In case you bought 16 channel relay 5-V cards, you will need to add a DC/DC 12-V
 </div>
 </div>
 <div class="section" id="operating-instruction">
-<h2>Operating instruction<a class="headerlink" href="#operating-instruction" title="Permalink to this headline"></a></h2>
+<h2>Operating instruction<a class="headerlink" href="#operating-instruction" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="preliminary-procedure-only-for-the-initial-operation">
-<h3>Preliminary procedure (Only for the initial operation)<a class="headerlink" href="#preliminary-procedure-only-for-the-initial-operation" title="Permalink to this headline"></a></h3>
+<h3>Preliminary procedure (Only for the initial operation)<a class="headerlink" href="#preliminary-procedure-only-for-the-initial-operation" title="Permalink to this headline">¶</a></h3>
 <p>The open source code must be downloaded at the Open Science Framework source file repository for this manuscript (<a class="reference external" href="https://osf.io/dzwb4/">https://osf.io/dzwb4/</a>)
 or at the following Gitlab repository address: <a class="reference external" href="https://gitlab.irstea.fr/reversaal/OhmPi">https://gitlab.irstea.fr/reversaal/OhmPi</a>. The code must be then unzipped into a selected folder (e.g. OhmPi-master). A “readme” file
 is proposed in the directory to assist with installation of the software and required python packages. It is strongly recommended to create a python virtual environment for installing
 the required packages and running the code.</p>
 </div>
 <div class="section" id="startup-procedure">
-<h3>Startup procedure<a class="headerlink" href="#startup-procedure" title="Permalink to this headline"></a></h3>
+<h3>Startup procedure<a class="headerlink" href="#startup-procedure" title="Permalink to this headline">¶</a></h3>
 <p>As an initial operating instruction, all batteries must be disconnected before any hardware handling. Ensure that the battery is charged at full capacity. Plug all the electrodes (32 or fewer)
 into the screw terminals. The Raspberry Pi must be plugged into a computer screen, with a mouse and keyboard accessed remotely. The Raspberry Pi must then be plugged into the power supply
 (for laboratory measurements) or a power bank (5V - 2A for field measurements). At this point, you’ll need to access the Raspbian operating system. Inside the previously created folder “ohmPi”,
@@ -543,28 +639,35 @@ hear the characteristic sound of a relay switching as a result of electrode perm
 are displayed on the screen. A measurement file is automatically created and named “measure.csv”; it will be placed in the same folder.</p>
 </div>
 <div class="section" id="electrical-resistivity-measurement-parameters-description">
-<h3>Electrical resistivity measurement parameters description<a class="headerlink" href="#electrical-resistivity-measurement-parameters-description" title="Permalink to this headline"></a></h3>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="linenos">27</span> <span class="sd">&quot;&quot;&quot;</span>
-<span class="linenos">28</span><span class="sd"> measurement parameters</span>
-<span class="linenos">29</span><span class="sd"> &quot;&quot;&quot;</span>
-<span class="linenos">30</span> <span class="n">nb_electrodes</span> <span class="o">=</span> <span class="mi">32</span> <span class="c1"># maximum number of electrodes on the resistivity meter</span>
-<span class="linenos">31</span> <span class="n">injection_duration</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="c1"># Current injection duration in second</span>
-<span class="linenos">32</span> <span class="n">nbr_meas</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># Number of times the quadripole sequence is repeated</span>
-<span class="linenos">33</span> <span class="n">sequence_delay</span><span class="o">=</span> <span class="mi">30</span> <span class="c1"># Delay in seconds between 2 sequences</span>
-<span class="linenos">34</span> <span class="n">stack</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># repetition of the current injection for each quadripole</span>
+<h3>Electrical resistivity measurement parameters description<a class="headerlink" href="#electrical-resistivity-measurement-parameters-description" title="Permalink to this headline">¶</a></h3>
+<div class="highlight-python notranslate"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span></pre></div></td><td class="code"><div class="highlight"><pre><span></span> <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> measurement parameters</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+ <span class="n">nb_electrodes</span> <span class="o">=</span> <span class="mi">32</span> <span class="c1"># maximum number of electrodes on the resistivity meter</span>
+ <span class="n">injection_duration</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="c1"># Current injection duration in second</span>
+ <span class="n">nbr_meas</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># Number of times the quadripole sequence is repeated</span>
+ <span class="n">sequence_delay</span><span class="o">=</span> <span class="mi">30</span> <span class="c1"># Delay in seconds between 2 sequences</span>
+ <span class="n">stack</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># repetition of the current injection for each quadripole</span>
 </pre></div>
-</div>
+</td></tr></table></div>
 <p>The measurement parameters can be adjusted in lines 27 to 30 of the ohmpi.py code.</p>
 </div>
 </div>
 <div class="section" id="complete-list-of-components">
-<h2>Complete list of components<a class="headerlink" href="#complete-list-of-components" title="Permalink to this headline"></a></h2>
+<h2>Complete list of components<a class="headerlink" href="#complete-list-of-components" title="Permalink to this headline">¶</a></h2>
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
 <p>The list evolve a little bit after the publication of the article, it is necessary to refer to this list, the article is out of date</p>
 </div>
 <table class="colwidths-given docutils align-default" id="id10">
-<caption><span class="caption-text">Table Title</span><a class="headerlink" href="#id10" title="Permalink to this table"></a></caption>
+<caption><span class="caption-text">Table Title</span><a class="headerlink" href="#id10" title="Permalink to this table">¶</a></caption>
 <colgroup>
 <col style="width: 8%" />
 <col style="width: 18%" />
@@ -730,33 +833,50 @@ are displayed on the screen. A measurement file is automatically created and nam
 
 
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@@ -73,44 +121,85 @@
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   <div class="section" id="ohmpi-v-1-02-limited-to-32-electrodes">
-<h1>OhmPi V 1.02 (limited to 32 electrodes)<a class="headerlink" href="#ohmpi-v-1-02-limited-to-32-electrodes" title="Permalink to this headline"></a></h1>
+<h1>OhmPi V 1.02 (limited to 32 electrodes)<a class="headerlink" href="#ohmpi-v-1-02-limited-to-32-electrodes" title="Permalink to this headline">¶</a></h1>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
 <p>In this version, we have improved the electronic measurement board. To upgrade from version 1.01 to 1.02, you just have to replace the measurement board by the new one proposed here.</p>
 </div>
 <div class="section" id="the-philosophy-of-ohmpi">
-<h2>The philosophy of Ohmpi<a class="headerlink" href="#the-philosophy-of-ohmpi" title="Permalink to this headline"></a></h2>
+<h2>The philosophy of Ohmpi<a class="headerlink" href="#the-philosophy-of-ohmpi" title="Permalink to this headline">¶</a></h2>
 <p>The philosophy of Ohmpi V1.01 is to offer a multi electrode resistivity meter, from a set of commercially available
 electronic cards it is a resistivity meter limited to 32 electrodes only. It is limited to low-current injection,
 but suitable for small laboratory experiments and small field time monitoring</p>
 </div>
 <div class="section" id="technical-data">
-<h2>Technical data<a class="headerlink" href="#technical-data" title="Permalink to this headline"></a></h2>
+<h2>Technical data<a class="headerlink" href="#technical-data" title="Permalink to this headline">¶</a></h2>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 50%" />
@@ -167,9 +256,9 @@ control system</p></td>
 </table>
 </div>
 <div class="section" id="raspberry-pi-configuration">
-<h2>Raspberry Pi  configuration<a class="headerlink" href="#raspberry-pi-configuration" title="Permalink to this headline"></a></h2>
+<h2>Raspberry Pi  configuration<a class="headerlink" href="#raspberry-pi-configuration" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="os-installation">
-<h3>OS installation<a class="headerlink" href="#os-installation" title="Permalink to this headline"></a></h3>
+<h3>OS installation<a class="headerlink" href="#os-installation" title="Permalink to this headline">¶</a></h3>
 <p>The first step is to start up the Raspberry Pi board, including installation of an OS (operating system).
 For this step, the installation instructions are well described on the Raspberry website</p>
 <ol class="arabic simple">
@@ -219,7 +308,7 @@ To ensure that the GPIOs are in Low position, you will need to modify the /boot/
 </ol>
 </div>
 <div class="section" id="virtual-environnement-and-packages">
-<h3>Virtual Environnement and packages<a class="headerlink" href="#virtual-environnement-and-packages" title="Permalink to this headline"></a></h3>
+<h3>Virtual Environnement and packages<a class="headerlink" href="#virtual-environnement-and-packages" title="Permalink to this headline">¶</a></h3>
 <p>All dependencies are specified in requirements.txt</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -253,7 +342,7 @@ to leave the virtual environment simply type:</p>
 </div>
 </div>
 <div class="section" id="activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi">
-<h3>Activate virtual environnement on Thonny (Python IDE)  (on Rapberry Pi)<a class="headerlink" href="#activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi" title="Permalink to this headline"></a></h3>
+<h3>Activate virtual environnement on Thonny (Python IDE)  (on Rapberry Pi)<a class="headerlink" href="#activate-virtual-environnement-on-thonny-python-ide-on-rapberry-pi" title="Permalink to this headline">¶</a></h3>
 <p>If you decided to use a virtual environment, it is necessary to setup Thonny Python IDE the first time you use it.</p>
 <p>1- Run the Thonny Python IDE software, Click on raspebrry acces <strong>menu &gt; programming&gt; Thonny pythonIDE</strong></p>
 <p>2- Thonny’s interface opens, Python runs on the Root (Python 3.7.3 (/usr/bin/python3))</p>
@@ -279,11 +368,11 @@ to leave the virtual environment simply type:</p>
 </div>
 </div>
 <div class="section" id="assembly-of-the-measuring-current-injection-cards-and-connection-with-the-raspberry-pi">
-<h2>Assembly of the measuring/current injection cards, and connection with the Raspberry Pi<a class="headerlink" href="#assembly-of-the-measuring-current-injection-cards-and-connection-with-the-raspberry-pi" title="Permalink to this headline"></a></h2>
+<h2>Assembly of the measuring/current injection cards, and connection with the Raspberry Pi<a class="headerlink" href="#assembly-of-the-measuring-current-injection-cards-and-connection-with-the-raspberry-pi" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="electrical-resistivity-measurements-board">
-<h3>Electrical resistivity measurements board<a class="headerlink" href="#electrical-resistivity-measurements-board" title="Permalink to this headline"></a></h3>
+<h3>Electrical resistivity measurements board<a class="headerlink" href="#electrical-resistivity-measurements-board" title="Permalink to this headline">¶</a></h3>
 <div class="section" id="a-description">
-<h4>a) Description<a class="headerlink" href="#a-description" title="Permalink to this headline"></a></h4>
+<h4>a) Description<a class="headerlink" href="#a-description" title="Permalink to this headline">¶</a></h4>
 <p>To measure electrical resistivity with Raspberry Pi, an ADS1115 was introduced, as proposed by Florsch [7]. The ADS1115
 is a 16-bit ADC (Analog-to-Digital Converter), with an adaptable gain. Its value has been set at 2/3 in this study. The
 input signal value could lie between - to + 6.114 V. The ADS1115 is mounted on a board adapted from an in-house design.
@@ -322,7 +411,7 @@ between each power supply terminal and ground. The last point, we have added a f
 the signal input on the operational amplifiers. This prevents the operational amplifiers from overheating.</p>
 <div class="align-center figure" id="id1">
 <a class="reference internal image-reference" href="_images/schema_measurement_board1_02.png"><img alt="alternate text" src="_images/schema_measurement_board1_02.png" style="width: 800px; height: 400px;" /></a>
-<p class="caption"><span class="caption-text">Measurement board (Ohmpi version 1.02)</span><a class="headerlink" href="#id1" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Measurement board (Ohmpi version 1.02)</span><a class="headerlink" href="#id1" title="Permalink to this image">¶</a></p>
 </div>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -330,7 +419,7 @@ the signal input on the operational amplifiers. This prevents the operational am
 </div>
 </div>
 <div class="section" id="b-implementation">
-<h4>b) Implementation<a class="headerlink" href="#b-implementation" title="Permalink to this headline"></a></h4>
+<h4>b) Implementation<a class="headerlink" href="#b-implementation" title="Permalink to this headline">¶</a></h4>
 <p>The measurement board must be printed using the PCB file (Source file repository), with components soldered onto
 it by following the steps described below and illustrated in the following figure :</p>
 <ul>
@@ -345,16 +434,23 @@ it by following the steps described below and illustrated in the following figur
 \[coeff p2 = (R7 + R6) / R7\]</div>
 <div class="math notranslate nohighlight">
 \[coeff p3 = (R9 + R8) / R9\]</div>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="linenos">36</span> <span class="sd">&quot;&quot;&quot;</span>
-<span class="linenos">37</span><span class="sd"> hardware parameters</span>
-<span class="linenos">38</span><span class="sd"> &quot;&quot;&quot;</span>
-<span class="linenos">39</span> <span class="n">R_ref</span> <span class="o">=</span> <span class="mi">50</span> <span class="c1"># reference resistance value in ohm</span>
-<span class="linenos">40</span> <span class="n">coef_p0</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P0, measurement in V/V</span>
-<span class="linenos">41</span> <span class="n">coef_p1</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P1, measurement in V/V</span>
-<span class="linenos">42</span> <span class="n">coef_p2</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P2, measurement in V/V</span>
-<span class="linenos">43</span> <span class="n">coef_p3</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P3, measurement in V/V</span>
+<div class="highlight-python notranslate"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span></pre></div></td><td class="code"><div class="highlight"><pre><span></span> <span class="sd">&quot;&quot;&quot;</span>
+<span class="sd"> hardware parameters</span>
+<span class="sd"> &quot;&quot;&quot;</span>
+ <span class="n">R_ref</span> <span class="o">=</span> <span class="mi">50</span> <span class="c1"># reference resistance value in ohm</span>
+ <span class="n">coef_p0</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P0, measurement in V/V</span>
+ <span class="n">coef_p1</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P1, measurement in V/V</span>
+ <span class="n">coef_p2</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P2, measurement in V/V</span>
+ <span class="n">coef_p3</span> <span class="o">=</span> <span class="mf">2.5</span> <span class="c1"># slope for current conversion for ADS.P3, measurement in V/V</span>
 </pre></div>
-</div>
+</td></tr></table></div>
 <p>The coefficient parameters can be adjusted in lines 40 to 43 of the ohmpi.py code.</p>
 </div></blockquote>
 </dd>
@@ -375,16 +471,16 @@ battery terminal, according to Figure 9. Between the battery and the TX+ termina
 place a fuse holder with a 1.5-A fuse for safety purposes.</p>
 <div class="align-center figure" id="id2">
 <a class="reference internal image-reference" href="_images/measurement_board1-02.jpg"><img alt="alternate text" src="_images/measurement_board1-02.jpg" style="width: 800px; height: 700px;" /></a>
-<p class="caption"><span class="caption-text">Measurement circuit board assembly: a) printed circuit board, b) adding the 1-Kohm resistors ± 1%, c)adding the 1.5-Kohm resistors ± 1%, d) adding the black female 1 x 10 header and the 7-blue screw terminal block(2 pin, 3.5-mm pitch), e) adding the 50-ohm reference resistor ± 0.1%, and f) adding the ADS1115 and the LM358N low-power dual operational amplifiers</span><a class="headerlink" href="#id2" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Measurement circuit board assembly: a) printed circuit board, b) adding the 1-Kohm resistors ± 1%, c)adding the 1.5-Kohm resistors ± 1%, d) adding the black female 1 x 10 header and the 7-blue screw terminal block(2 pin, 3.5-mm pitch), e) adding the 50-ohm reference resistor ± 0.1%, and f) adding the ADS1115 and the LM358N low-power dual operational amplifiers</span><a class="headerlink" href="#id2" title="Permalink to this image">¶</a></p>
 </div>
 <div class="align-center figure" id="id3">
 <a class="reference internal image-reference" href="_images/measurement_board-2-V1-02.jpg"><img alt="alternate text" src="_images/measurement_board-2-V1-02.jpg" style="width: 800px; height: 700px;" /></a>
-<p class="caption"><span class="caption-text">Measurement board installation with Raspberry Pi</span><a class="headerlink" href="#id3" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Measurement board installation with Raspberry Pi</span><a class="headerlink" href="#id3" title="Permalink to this image">¶</a></p>
 </div>
 </div>
 </div>
 <div class="section" id="current-injection-board">
-<h3>Current injection board<a class="headerlink" href="#current-injection-board" title="Permalink to this headline"></a></h3>
+<h3>Current injection board<a class="headerlink" href="#current-injection-board" title="Permalink to this headline">¶</a></h3>
 <p>To carry out the electrical resistivity measurement, the first step consists of injecting current into the ground.
 In our case, a simple 9-V lead-acid battery is used to create an electrical potential difference that results
 in current circulating into the ground. The current is injected through electrodes A and B (see Fig. 2). This
@@ -398,7 +494,7 @@ the positive battery pole is connected to electrode A and the negative pole to e
 they remain in the normally closed position. This set-up offers a simple and robust solution to inject current.</p>
 <div class="align-center figure" id="id4">
 <a class="reference internal image-reference" href="_images/current_board.jpg"><img alt="alternate text" src="_images/current_board.jpg" style="width: 800px; height: 400px;" /></a>
-<p class="caption"><span class="caption-text">Wiring of the 4-channel relay module board for current injection management</span><a class="headerlink" href="#id4" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Wiring of the 4-channel relay module board for current injection management</span><a class="headerlink" href="#id4" title="Permalink to this image">¶</a></p>
 </div>
 <p>The next step consists of featuring the 4-channel relay module used for current injection and its assembly. The wiring
 between the relays must be carried out in strict accordance with Fig. 10. This card must then be connected to the Raspberry
@@ -409,19 +505,19 @@ shown in the diagram, using 1-mm2 cables (red and black in Fig. 10). Lastly, con
 to terminals B and A of the measurement board.</p>
 <div class="align-center figure" id="id5">
 <a class="reference internal image-reference" href="_images/installation_current_board_1_02.jpg"><img alt="alternate text" src="_images/installation_current_board_1_02.jpg" style="width: 800px; height: 700px;" /></a>
-<p class="caption"><span class="caption-text">Current injection board installation with Raspberry Pi</span><a class="headerlink" href="#id5" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Current injection board installation with Raspberry Pi</span><a class="headerlink" href="#id5" title="Permalink to this image">¶</a></p>
 </div>
 <p>Congratulations, you have build a 4 electrodes resistivity-meter.</p>
 </div>
 <div class="section" id="frist-four-electrodes-resistivity-mesurement">
-<h3>Frist four electrodes resistivity mesurement<a class="headerlink" href="#frist-four-electrodes-resistivity-mesurement" title="Permalink to this headline"></a></h3>
+<h3>Frist four electrodes resistivity mesurement<a class="headerlink" href="#frist-four-electrodes-resistivity-mesurement" title="Permalink to this headline">¶</a></h3>
 <p>Under construction !</p>
 <p>Describe the way to valide the first part of the instruction.
 Electrical resistivity measurement on test circuit</p>
 </div>
 </div>
 <div class="section" id="multiplexer-implentation">
-<h2>Multiplexer implentation<a class="headerlink" href="#multiplexer-implentation" title="Permalink to this headline"></a></h2>
+<h2>Multiplexer implentation<a class="headerlink" href="#multiplexer-implentation" title="Permalink to this headline">¶</a></h2>
 <p>The resistivity measurement is conducted on four terminals (A, B, M and N). The user could perform each measurement
 by manually plugging four electrodes into the four channel terminals. In practice, ERT requires several tens or thousands
 of measurements conducted on different electrode arrays. A multiplexer is therefore used to connect each channel to one of
@@ -433,7 +529,7 @@ which is entirely possible, a GPIO channel multiplier will have to be used.
 To prepare the multiplexer, the channels of the two relay boards must be connected according to the wiring diagram shown below.</p>
 <div class="align-center figure" id="id6">
 <a class="reference internal image-reference" href="_images/multiplexer_implementation.jpg"><img alt="alternate text" src="_images/multiplexer_implementation.jpg" style="width: 800px; height: 500px;" /></a>
-<p class="caption"><span class="caption-text">Schematic diagram of the wiring of two 16-channel relay shields</span><a class="headerlink" href="#id6" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Schematic diagram of the wiring of two 16-channel relay shields</span><a class="headerlink" href="#id6" title="Permalink to this image">¶</a></p>
 </div>
 <p>For this purpose, 0.5-mm² cables with end caps are used and their length adjusted for each connection in order to produce a clean assembly.
 The length was adjusted so that the distance between the two points to be connected could be directly measured on the board once they had
@@ -445,7 +541,7 @@ see Section 2.4). To execute this step, it will be necessary to follow the proto
 <blockquote>
 <div><div class="align-center figure" id="id7">
 <a class="reference internal image-reference" href="_images/connection.jpg"><img alt="alternate text" src="_images/connection.jpg" style="width: 800px; height: 400px;" /></a>
-<p class="caption"><span class="caption-text">Connection to the 16-channel relay shield</span><a class="headerlink" href="#id7" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Connection to the 16-channel relay shield</span><a class="headerlink" href="#id7" title="Permalink to this image">¶</a></p>
 </div>
 </div></blockquote>
 <p>For the 16-channel relay shield no. 1, these steps must be followed:
@@ -510,20 +606,20 @@ The next step consists of connecting the relay card inputs to the Raspberry Pi a
 </div></blockquote>
 </div>
 <div class="section" id="electrode-connection">
-<h2>Electrode connection<a class="headerlink" href="#electrode-connection" title="Permalink to this headline"></a></h2>
+<h2>Electrode connection<a class="headerlink" href="#electrode-connection" title="Permalink to this headline">¶</a></h2>
 <p>At this point, all that remains is to connect the electrodes of each multiplexer to a terminal block (Fig. 13). In our set-up, screw terminals assembled on a din rail were used.
 According to the chosen multiplexer configuration, all the relays of each multiplexer will be connected to an electrode and, consequently, each electrode will have four incoming
 connections. Instead of having four cables connecting an electrode terminal to each multiplexer, we recommend using the cable assembly shown in the following Figure.</p>
 <div class="align-center figure" id="id8">
 <a class="reference internal image-reference" href="_images/cable.jpg"><img alt="alternate text" src="_images/cable.jpg" style="width: 800px; height: 300px;" /></a>
-<p class="caption"><span class="caption-text">Wire cabling for multiplexer and terminal screw connection</span><a class="headerlink" href="#id8" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Wire cabling for multiplexer and terminal screw connection</span><a class="headerlink" href="#id8" title="Permalink to this image">¶</a></p>
 </div>
 <p>the next figure provides an example of multiplexer relay connections for electrode no. 1: this electrode of multiplexer MUX A must be connected to electrode no. 1 of MUX B. Moreover, electrode no. 1 of MUX B
 must be connected to electrode no. 1 of MUX N, which in turn must be connected to electrode no. 1 of MUX M. Lastly, electrode no. 1 of MUX M is connected to the terminal block.
 This operation must be repeated for all 32 electrodes.</p>
 <div class="align-center figure" id="id9">
 <a class="reference internal image-reference" href="_images/electrode_cable.jpg"><img alt="alternate text" src="_images/electrode_cable.jpg" style="width: 800px; height: 800px;" /></a>
-<p class="caption"><span class="caption-text">Example of a multiplexer connection to the screw terminal for electrode no. 1.</span><a class="headerlink" href="#id9" title="Permalink to this image"></a></p>
+<p class="caption"><span class="caption-text">Example of a multiplexer connection to the screw terminal for electrode no. 1.</span><a class="headerlink" href="#id9" title="Permalink to this image">¶</a></p>
 </div>
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
@@ -532,16 +628,16 @@ In case you bought 16 channel relay 5-V cards, you will need to add a DC/DC 12-V
 </div>
 </div>
 <div class="section" id="operating-instruction">
-<h2>Operating instruction<a class="headerlink" href="#operating-instruction" title="Permalink to this headline"></a></h2>
+<h2>Operating instruction<a class="headerlink" href="#operating-instruction" title="Permalink to this headline">¶</a></h2>
 <div class="section" id="preliminary-procedure-only-for-the-initial-operation">
-<h3>Preliminary procedure (Only for the initial operation)<a class="headerlink" href="#preliminary-procedure-only-for-the-initial-operation" title="Permalink to this headline"></a></h3>
+<h3>Preliminary procedure (Only for the initial operation)<a class="headerlink" href="#preliminary-procedure-only-for-the-initial-operation" title="Permalink to this headline">¶</a></h3>
 <p>The open source code must be downloaded at the Open Science Framework source file repository for this manuscript (<a class="reference external" href="https://osf.io/dzwb4/">https://osf.io/dzwb4/</a>)
 or at the following Gitlab repository address: <a class="reference external" href="https://gitlab.irstea.fr/reversaal/OhmPi">https://gitlab.irstea.fr/reversaal/OhmPi</a>. The code must be then unzipped into a selected folder (e.g. OhmPi-master). A “readme” file
 is proposed in the directory to assist with installation of the software and required python packages. It is strongly recommended to create a python virtual environment for installing
 the required packages and running the code.</p>
 </div>
 <div class="section" id="startup-procedure">
-<h3>Startup procedure<a class="headerlink" href="#startup-procedure" title="Permalink to this headline"></a></h3>
+<h3>Startup procedure<a class="headerlink" href="#startup-procedure" title="Permalink to this headline">¶</a></h3>
 <p>As an initial operating instruction, all batteries must be disconnected before any hardware handling. Ensure that the battery is charged at full capacity. Plug all the electrodes (32 or fewer)
 into the screw terminals. The Raspberry Pi must be plugged into a computer screen, with a mouse and keyboard accessed remotely. The Raspberry Pi must then be plugged into the power supply
 (for laboratory measurements) or a power bank (5V - 2A for field measurements). At this point, you’ll need to access the Raspbian operating system. Inside the previously created folder “ohmPi”,
@@ -552,26 +648,31 @@ hear the characteristic sound of a relay switching as a result of electrode perm
 are displayed on the screen. A measurement file is automatically created and named “measure.csv”; it will be placed in the same folder.</p>
 </div>
 <div class="section" id="electrical-resistivity-measurement-parameters-description">
-<h3>Electrical resistivity measurement parameters description<a class="headerlink" href="#electrical-resistivity-measurement-parameters-description" title="Permalink to this headline"></a></h3>
+<h3>Electrical resistivity measurement parameters description<a class="headerlink" href="#electrical-resistivity-measurement-parameters-description" title="Permalink to this headline">¶</a></h3>
 <p>In the version 1.02, the measurement parameters are in the Jason file (ohmpi_param.json).</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="linenos">1</span> <span class="n">nb_electrodes</span> <span class="o">=</span> <span class="mi">32</span> <span class="c1"># maximum number of electrodes on the resistivity meter</span>
-<span class="linenos">2</span> <span class="n">injection_duration</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="c1"># Current injection duration in second</span>
-<span class="linenos">3</span> <span class="n">nbr_meas</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># Number of times the quadripole sequence is repeated</span>
-<span class="linenos">4</span> <span class="n">sequence_delay</span><span class="o">=</span> <span class="mi">30</span> <span class="c1"># Delay in seconds between 2 sequences</span>
-<span class="linenos">5</span> <span class="n">stack</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># repetition of the current injection for each quadripole</span>
-<span class="linenos">6</span> <span class="n">export_path</span><span class="o">=</span> <span class="s2">&quot;home/pi/Desktop/measurement.csv&quot;</span>
+<div class="highlight-python notranslate"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span>
+<span class="normal">6</span></pre></div></td><td class="code"><div class="highlight"><pre><span></span> <span class="n">nb_electrodes</span> <span class="o">=</span> <span class="mi">32</span> <span class="c1"># maximum number of electrodes on the resistivity meter</span>
+ <span class="n">injection_duration</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="c1"># Current injection duration in second</span>
+ <span class="n">nbr_meas</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># Number of times the quadripole sequence is repeated</span>
+ <span class="n">sequence_delay</span><span class="o">=</span> <span class="mi">30</span> <span class="c1"># Delay in seconds between 2 sequences</span>
+ <span class="n">stack</span><span class="o">=</span> <span class="mi">1</span> <span class="c1"># repetition of the current injection for each quadripole</span>
+ <span class="n">export_path</span><span class="o">=</span> <span class="s2">&quot;home/pi/Desktop/measurement.csv&quot;</span>
 </pre></div>
-</div>
+</td></tr></table></div>
 </div>
 </div>
 <div class="section" id="complete-list-of-components">
-<h2>Complete list of components<a class="headerlink" href="#complete-list-of-components" title="Permalink to this headline"></a></h2>
+<h2>Complete list of components<a class="headerlink" href="#complete-list-of-components" title="Permalink to this headline">¶</a></h2>
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
 <p>The list evolve a little bit after the publication of the article, it is necessary to refer to this list, the article is out of date</p>
 </div>
 <table class="colwidths-given docutils align-default" id="id10">
-<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id10" title="Permalink to this table"></a></caption>
+<caption><span class="caption-text">List of components</span><a class="headerlink" href="#id10" title="Permalink to this table">¶</a></caption>
 <colgroup>
 <col style="width: 8%" />
 <col style="width: 18%" />
@@ -744,33 +845,50 @@ are displayed on the screen. A measurement file is automatically created and nam
 
 
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@@ -53,32 +101,73 @@
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   <div class="section" id="ohmpi-v-2-00-64-electrodes-and-12v">
-<h1>OhmPi V 2.00 (64 electrodes and 12V)<a class="headerlink" href="#ohmpi-v-2-00-64-electrodes-and-12v" title="Permalink to this headline"></a></h1>
+<h1>OhmPi V 2.00 (64 electrodes and 12V)<a class="headerlink" href="#ohmpi-v-2-00-64-electrodes-and-12v" title="Permalink to this headline">¶</a></h1>
 <div class="align-center figure">
 <a class="reference internal image-reference" href="_images/Under-Construction.png"><img alt="Ohmpi 2" src="_images/Under-Construction.png" style="width: 500px; height: 250px;" /></a>
 </div>
@@ -96,7 +185,7 @@ This new version is made up of:</p>
 </ol>
 </div>
 <div class="section" id="the-philosophy-of-ohmpi-2">
-<h2>The philosophy of Ohmpi 2<a class="headerlink" href="#the-philosophy-of-ohmpi-2" title="Permalink to this headline"></a></h2>
+<h2>The philosophy of Ohmpi 2<a class="headerlink" href="#the-philosophy-of-ohmpi-2" title="Permalink to this headline">¶</a></h2>
 <p>The philosophy of Ohmpi V2.00 is to offer a new DIY multielectrode resistivity meter. It is a resistivity meter with 64 electrodes , which can be upgraded to 128 electrodes.
 It is limited to low-current injection,but suitable for small laboratory experiments and small field time-lapse monitoring.
 Ohmpi, is developed by a team that seeks to share all its experience and wishes to improve and offer a more and more robust tool to the community.Ohmpi V2.00 is a completely different version from the previous one.
@@ -104,7 +193,7 @@ We will stop the development on the previous version, to dedicate our efforts on
 </div>
 <hr class="docutils" />
 <div class="section" id="technical-data">
-<h2>Technical data<a class="headerlink" href="#technical-data" title="Permalink to this headline"></a></h2>
+<h2>Technical data<a class="headerlink" href="#technical-data" title="Permalink to this headline">¶</a></h2>
 <table class="docutils align-default">
 <colgroup>
 <col style="width: 31%" />
@@ -187,7 +276,7 @@ control system</p></td>
 </table>
 </div>
 <div class="section" id="ohmpi-2-step-by-step">
-<h2>Ohmpi 2 step by step<a class="headerlink" href="#ohmpi-2-step-by-step" title="Permalink to this headline"></a></h2>
+<h2>Ohmpi 2 step by step<a class="headerlink" href="#ohmpi-2-step-by-step" title="Permalink to this headline">¶</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="Ohmpi_V2_00/V2_00_step_01.html"><strong>STEP n°1</strong> : Raspberry Pi  configuration</a><ul>
@@ -215,33 +304,50 @@ control system</p></td>
 
 
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diff --git a/sphinx/build/html/_static/basic.css b/sphinx/build/html/_static/basic.css
index 603f6a87..b3bdc004 100644
--- a/sphinx/build/html/_static/basic.css
+++ b/sphinx/build/html/_static/basic.css
@@ -130,7 +130,7 @@ ul.search li a {
     font-weight: bold;
 }
 
-ul.search li p.context {
+ul.search li div.context {
     color: #888;
     margin: 2px 0 0 30px;
     text-align: left;
@@ -508,63 +508,6 @@ table.hlist td {
     vertical-align: top;
 }
 
-/* -- object description styles --------------------------------------------- */
-
-.sig {
-	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
-}
-
-.sig-name, code.descname {
-    background-color: transparent;
-    font-weight: bold;
-}
-
-.sig-name {
-	font-size: 1.1em;
-}
-
-code.descname {
-    font-size: 1.2em;
-}
-
-.sig-prename, code.descclassname {
-    background-color: transparent;
-}
-
-.optional {
-    font-size: 1.3em;
-}
-
-.sig-paren {
-    font-size: larger;
-}
-
-.sig-param.n {
-	font-style: italic;
-}
-
-/* C++ specific styling */
-
-.sig-inline.c-texpr,
-.sig-inline.cpp-texpr {
-	font-family: unset;
-}
-
-.sig.c   .k, .sig.c   .kt,
-.sig.cpp .k, .sig.cpp .kt {
-	color: #0033B3;
-}
-
-.sig.c   .m,
-.sig.cpp .m {
-	color: #1750EB;
-}
-
-.sig.c   .s, .sig.c   .sc,
-.sig.cpp .s, .sig.cpp .sc {
-	color: #067D17;
-}
-
 
 /* -- other body styles ----------------------------------------------------- */
 
@@ -691,6 +634,14 @@ dl.glossary dt {
     font-size: 1.1em;
 }
 
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
 .versionmodified {
     font-style: italic;
 }
@@ -731,9 +682,8 @@ dl.glossary dt {
 
 .classifier:before {
     font-style: normal;
-    margin: 0 0.5em;
+    margin: 0.5em;
     content: ":";
-    display: inline-block;
 }
 
 abbr, acronym {
@@ -820,12 +770,8 @@ div.code-block-caption code {
 
 table.highlighttable td.linenos,
 span.linenos,
-div.highlight span.gp {  /* gp: Generic.Prompt */
-  user-select: none;
-  -webkit-user-select: text; /* Safari fallback only */
-  -webkit-user-select: none; /* Chrome/Safari */
-  -moz-user-select: none; /* Firefox */
-  -ms-user-select: none; /* IE10+ */
+div.doctest > div.highlight span.gp {  /* gp: Generic.Prompt */
+    user-select: none;
 }
 
 div.code-block-caption span.caption-number {
@@ -840,6 +786,16 @@ div.literal-block-wrapper {
     margin: 1em 0;
 }
 
+code.descname {
+    background-color: transparent;
+    font-weight: bold;
+    font-size: 1.2em;
+}
+
+code.descclassname {
+    background-color: transparent;
+}
+
 code.xref, a code {
     background-color: transparent;
     font-weight: bold;
diff --git a/sphinx/build/html/_static/css/theme.css b/sphinx/build/html/_static/css/theme.css
index 0d9ae7e1..8cd4f101 100644
--- a/sphinx/build/html/_static/css/theme.css
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format("woff");font-weight:400;font-style:normal;font-display:block}@font-face{font-family:Lato;src:url(fonts/lato-bold.woff2?cccb897485813c7c256901dbca54ecf2) format("woff2"),url(fonts/lato-bold.woff?d878b6c29b10beca227e9eef4246111b) format("woff");font-weight:700;font-style:normal;font-display:block}@font-face{font-family:Lato;src:url(fonts/lato-bold-italic.woff2?0b6bb6725576b072c5d0b02ecdd1900d) format("woff2"),url(fonts/lato-bold-italic.woff?9c7e4e9eb485b4a121c760e61bc3707c) format("woff");font-weight:700;font-style:italic;font-display:block}@font-face{font-family:Lato;src:url(fonts/lato-normal-italic.woff2?4eb103b4d12be57cb1d040ed5e162e9d) format("woff2"),url(fonts/lato-normal-italic.woff?f28f2d6482446544ef1ea1ccc6dd5892) format("woff");font-weight:400;font-style:italic;font-display:block}@font-face{font-family:Roboto Slab;font-style:normal;font-weight:400;src:url(fonts/Roboto-Slab-Regular.woff2?7abf5b8d04d26a2cafea937019bca958) format("woff2"),url(fonts/Roboto-Slab-Regular.woff?c1be9284088d487c5e3ff0a10a92e58c) format("woff");font-display:block}@font-face{font-family:Roboto Slab;font-style:normal;font-weight:700;src:url(fonts/Roboto-Slab-Bold.woff2?9984f4a9bda09be08e83f2506954adbe) format("woff2"),url(fonts/Roboto-Slab-Bold.woff?bed5564a116b05148e3b3bea6fb1162a) format("woff");font-display:block}
\ No newline at end of file
diff --git a/sphinx/build/html/_static/doctools.js b/sphinx/build/html/_static/doctools.js
index 8cbf1b16..61ac9d26 100644
--- a/sphinx/build/html/_static/doctools.js
+++ b/sphinx/build/html/_static/doctools.js
@@ -301,14 +301,12 @@ var Documentation = {
               window.location.href = prevHref;
               return false;
             }
-            break;
           case 39: // right
             var nextHref = $('link[rel="next"]').prop('href');
             if (nextHref) {
               window.location.href = nextHref;
               return false;
             }
-            break;
         }
       }
     });
diff --git a/sphinx/build/html/_static/js/theme.js b/sphinx/build/html/_static/js/theme.js
index 1fddb6ee..839d07e2 100644
--- a/sphinx/build/html/_static/js/theme.js
+++ b/sphinx/build/html/_static/js/theme.js
@@ -1 +1 @@
-!function(n){var e={};function t(i){if(e[i])return e[i].exports;var o=e[i]={i:i,l:!1,exports:{}};return n[i].call(o.exports,o,o.exports,t),o.l=!0,o.exports}t.m=n,t.c=e,t.d=function(n,e,i){t.o(n,e)||Object.defineProperty(n,e,{enumerable:!0,get:i})},t.r=function(n){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(n,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(n,"__esModule",{value:!0})},t.t=function(n,e){if(1&e&&(n=t(n)),8&e)return n;if(4&e&&"object"==typeof n&&n&&n.__esModule)return n;var i=Object.create(null);if(t.r(i),Object.defineProperty(i,"default",{enumerable:!0,value:n}),2&e&&"string"!=typeof n)for(var o in n)t.d(i,o,function(e){return n[e]}.bind(null,o));return i},t.n=function(n){var e=n&&n.__esModule?function(){return n.default}:function(){return n};return t.d(e,"a",e),e},t.o=function(n,e){return Object.prototype.hasOwnProperty.call(n,e)},t.p="",t(t.s=0)}([function(n,e,t){t(1),n.exports=t(3)},function(n,e,t){(function(){var e="undefined"!=typeof window?window.jQuery:t(2);n.exports.ThemeNav={navBar:null,win:null,winScroll:!1,winResize:!1,linkScroll:!1,winPosition:0,winHeight:null,docHeight:null,isRunning:!1,enable:function(n){var t=this;void 0===n&&(n=!0),t.isRunning||(t.isRunning=!0,e((function(e){t.init(e),t.reset(),t.win.on("hashchange",t.reset),n&&t.win.on("scroll",(function(){t.linkScroll||t.winScroll||(t.winScroll=!0,requestAnimationFrame((function(){t.onScroll()})))})),t.win.on("resize",(function(){t.winResize||(t.winResize=!0,requestAnimationFrame((function(){t.onResize()})))})),t.onResize()})))},enableSticky:function(){this.enable(!0)},init:function(n){n(document);var e=this;this.navBar=n("div.wy-side-scroll:first"),this.win=n(window),n(document).on("click","[data-toggle='wy-nav-top']",(function(){n("[data-toggle='wy-nav-shift']").toggleClass("shift"),n("[data-toggle='rst-versions']").toggleClass("shift")})).on("click",".wy-menu-vertical .current ul li a",(function(){var t=n(this);n("[data-toggle='wy-nav-shift']").removeClass("shift"),n("[data-toggle='rst-versions']").toggleClass("shift"),e.toggleCurrent(t),e.hashChange()})).on("click","[data-toggle='rst-current-version']",(function(){n("[data-toggle='rst-versions']").toggleClass("shift-up")})),n("table.docutils:not(.field-list,.footnote,.citation)").wrap("<div class='wy-table-responsive'></div>"),n("table.docutils.footnote").wrap("<div class='wy-table-responsive footnote'></div>"),n("table.docutils.citation").wrap("<div class='wy-table-responsive citation'></div>"),n(".wy-menu-vertical ul").not(".simple").siblings("a").each((function(){var t=n(this);expand=n('<button class="toctree-expand" title="Open/close menu"></button>'),expand.on("click",(function(n){return e.toggleCurrent(t),n.stopPropagation(),!1})),t.prepend(expand)}))},reset:function(){var n=encodeURI(window.location.hash)||"#";try{var e=$(".wy-menu-vertical"),t=e.find('[href="'+n+'"]');if(0===t.length){var i=$('.document [id="'+n.substring(1)+'"]').closest("div.section");0===(t=e.find('[href="#'+i.attr("id")+'"]')).length&&(t=e.find('[href="#"]'))}if(t.length>0){$(".wy-menu-vertical .current").removeClass("current").attr("aria-expanded","false"),t.addClass("current").attr("aria-expanded","true"),t.closest("li.toctree-l1").parent().addClass("current").attr("aria-expanded","true");for(let n=1;n<=10;n++)t.closest("li.toctree-l"+n).addClass("current").attr("aria-expanded","true");t[0].scrollIntoView()}}catch(n){console.log("Error expanding nav for anchor",n)}},onScroll:function(){this.winScroll=!1;var n=this.win.scrollTop(),e=n+this.winHeight,t=this.navBar.scrollTop()+(n-this.winPosition);n<0||e>this.docHeight||(this.navBar.scrollTop(t),this.winPosition=n)},onResize:function(){this.winResize=!1,this.winHeight=this.win.height(),this.docHeight=$(document).height()},hashChange:function(){this.linkScroll=!0,this.win.one("hashchange",(function(){this.linkScroll=!1}))},toggleCurrent:function(n){var e=n.closest("li");e.siblings("li.current").removeClass("current").attr("aria-expanded","false"),e.siblings().find("li.current").removeClass("current").attr("aria-expanded","false");var t=e.find("> ul li");t.length&&(t.removeClass("current").attr("aria-expanded","false"),e.toggleClass("current").attr("aria-expanded",(function(n,e){return"true"==e?"false":"true"})))}},"undefined"!=typeof window&&(window.SphinxRtdTheme={Navigation:n.exports.ThemeNav,StickyNav:n.exports.ThemeNav}),function(){for(var n=0,e=["ms","moz","webkit","o"],t=0;t<e.length&&!window.requestAnimationFrame;++t)window.requestAnimationFrame=window[e[t]+"RequestAnimationFrame"],window.cancelAnimationFrame=window[e[t]+"CancelAnimationFrame"]||window[e[t]+"CancelRequestAnimationFrame"];window.requestAnimationFrame||(window.requestAnimationFrame=function(e,t){var i=(new Date).getTime(),o=Math.max(0,16-(i-n)),r=window.setTimeout((function(){e(i+o)}),o);return n=i+o,r}),window.cancelAnimationFrame||(window.cancelAnimationFrame=function(n){clearTimeout(n)})}()}).call(window)},function(n,e){n.exports=jQuery},function(n,e,t){}]);
\ No newline at end of file
+!function(n){var e={};function t(i){if(e[i])return e[i].exports;var o=e[i]={i:i,l:!1,exports:{}};return n[i].call(o.exports,o,o.exports,t),o.l=!0,o.exports}t.m=n,t.c=e,t.d=function(n,e,i){t.o(n,e)||Object.defineProperty(n,e,{enumerable:!0,get:i})},t.r=function(n){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(n,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(n,"__esModule",{value:!0})},t.t=function(n,e){if(1&e&&(n=t(n)),8&e)return n;if(4&e&&"object"==typeof n&&n&&n.__esModule)return n;var i=Object.create(null);if(t.r(i),Object.defineProperty(i,"default",{enumerable:!0,value:n}),2&e&&"string"!=typeof n)for(var o in n)t.d(i,o,function(e){return n[e]}.bind(null,o));return i},t.n=function(n){var e=n&&n.__esModule?function(){return n.default}:function(){return n};return t.d(e,"a",e),e},t.o=function(n,e){return Object.prototype.hasOwnProperty.call(n,e)},t.p="",t(t.s=0)}([function(n,e,t){t(1),n.exports=t(3)},function(n,e,t){(function(){var e="undefined"!=typeof window?window.jQuery:t(2);n.exports.ThemeNav={navBar:null,win:null,winScroll:!1,winResize:!1,linkScroll:!1,winPosition:0,winHeight:null,docHeight:null,isRunning:!1,enable:function(n){var t=this;void 0===n&&(n=!0),t.isRunning||(t.isRunning=!0,e((function(e){t.init(e),t.reset(),t.win.on("hashchange",t.reset),n&&t.win.on("scroll",(function(){t.linkScroll||t.winScroll||(t.winScroll=!0,requestAnimationFrame((function(){t.onScroll()})))})),t.win.on("resize",(function(){t.winResize||(t.winResize=!0,requestAnimationFrame((function(){t.onResize()})))})),t.onResize()})))},enableSticky:function(){this.enable(!0)},init:function(n){n(document);var e=this;this.navBar=n("div.wy-side-scroll:first"),this.win=n(window),n(document).on("click","[data-toggle='wy-nav-top']",(function(){n("[data-toggle='wy-nav-shift']").toggleClass("shift"),n("[data-toggle='rst-versions']").toggleClass("shift")})).on("click",".wy-menu-vertical .current ul li a",(function(){var t=n(this);n("[data-toggle='wy-nav-shift']").removeClass("shift"),n("[data-toggle='rst-versions']").toggleClass("shift"),e.toggleCurrent(t),e.hashChange()})).on("click","[data-toggle='rst-current-version']",(function(){n("[data-toggle='rst-versions']").toggleClass("shift-up")})),n("table.docutils:not(.field-list,.footnote,.citation)").wrap("<div class='wy-table-responsive'></div>"),n("table.docutils.footnote").wrap("<div class='wy-table-responsive footnote'></div>"),n("table.docutils.citation").wrap("<div class='wy-table-responsive citation'></div>"),n(".wy-menu-vertical ul").not(".simple").siblings("a").each((function(){var t=n(this);expand=n('<span class="toctree-expand"></span>'),expand.on("click",(function(n){return e.toggleCurrent(t),n.stopPropagation(),!1})),t.prepend(expand)}))},reset:function(){var n=encodeURI(window.location.hash)||"#";try{var e=$(".wy-menu-vertical"),t=e.find('[href="'+n+'"]');if(0===t.length){var i=$('.document [id="'+n.substring(1)+'"]').closest("div.section");0===(t=e.find('[href="#'+i.attr("id")+'"]')).length&&(t=e.find('[href="#"]'))}t.length>0&&($(".wy-menu-vertical .current").removeClass("current"),t.addClass("current"),t.closest("li.toctree-l1").addClass("current"),t.closest("li.toctree-l1").parent().addClass("current"),t.closest("li.toctree-l1").addClass("current"),t.closest("li.toctree-l2").addClass("current"),t.closest("li.toctree-l3").addClass("current"),t.closest("li.toctree-l4").addClass("current"),t.closest("li.toctree-l5").addClass("current"),t[0].scrollIntoView())}catch(n){console.log("Error expanding nav for anchor",n)}},onScroll:function(){this.winScroll=!1;var n=this.win.scrollTop(),e=n+this.winHeight,t=this.navBar.scrollTop()+(n-this.winPosition);n<0||e>this.docHeight||(this.navBar.scrollTop(t),this.winPosition=n)},onResize:function(){this.winResize=!1,this.winHeight=this.win.height(),this.docHeight=$(document).height()},hashChange:function(){this.linkScroll=!0,this.win.one("hashchange",(function(){this.linkScroll=!1}))},toggleCurrent:function(n){var e=n.closest("li");e.siblings("li.current").removeClass("current"),e.siblings().find("li.current").removeClass("current"),e.find("> ul li.current").removeClass("current"),e.toggleClass("current")}},"undefined"!=typeof window&&(window.SphinxRtdTheme={Navigation:n.exports.ThemeNav,StickyNav:n.exports.ThemeNav}),function(){for(var n=0,e=["ms","moz","webkit","o"],t=0;t<e.length&&!window.requestAnimationFrame;++t)window.requestAnimationFrame=window[e[t]+"RequestAnimationFrame"],window.cancelAnimationFrame=window[e[t]+"CancelAnimationFrame"]||window[e[t]+"CancelRequestAnimationFrame"];window.requestAnimationFrame||(window.requestAnimationFrame=function(e,t){var i=(new Date).getTime(),o=Math.max(0,16-(i-n)),r=window.setTimeout((function(){e(i+o)}),o);return n=i+o,r}),window.cancelAnimationFrame||(window.cancelAnimationFrame=function(n){clearTimeout(n)})}()}).call(window)},function(n,e){n.exports=jQuery},function(n,e,t){}]);
\ No newline at end of file
diff --git a/sphinx/build/html/_static/searchtools.js b/sphinx/build/html/_static/searchtools.js
index 002e9c4a..1a90152e 100644
--- a/sphinx/build/html/_static/searchtools.js
+++ b/sphinx/build/html/_static/searchtools.js
@@ -282,10 +282,7 @@ var Search = {
                   complete: function(jqxhr, textstatus) {
                     var data = jqxhr.responseText;
                     if (data !== '' && data !== undefined) {
-                      var summary = Search.makeSearchSummary(data, searchterms, hlterms);
-                      if (summary) {
-                        listItem.append(summary);
-                      }
+                      listItem.append(Search.makeSearchSummary(data, searchterms, hlterms));
                     }
                     Search.output.append(listItem);
                     setTimeout(function() {
@@ -328,9 +325,7 @@ var Search = {
     var results = [];
 
     for (var prefix in objects) {
-      for (var iMatch = 0; iMatch != objects[prefix].length; ++iMatch) {
-        var match = objects[prefix][iMatch];
-        var name = match[4];
+      for (var name in objects[prefix]) {
         var fullname = (prefix ? prefix + '.' : '') + name;
         var fullnameLower = fullname.toLowerCase()
         if (fullnameLower.indexOf(object) > -1) {
@@ -344,6 +339,7 @@ var Search = {
           } else if (parts[parts.length - 1].indexOf(object) > -1) {
             score += Scorer.objPartialMatch;
           }
+          var match = objects[prefix][name];
           var objname = objnames[match[1]][2];
           var title = titles[match[0]];
           // If more than one term searched for, we require other words to be
@@ -502,9 +498,6 @@ var Search = {
    */
   makeSearchSummary : function(htmlText, keywords, hlwords) {
     var text = Search.htmlToText(htmlText);
-    if (text == "") {
-      return null;
-    }
     var textLower = text.toLowerCase();
     var start = 0;
     $.each(keywords, function() {
@@ -516,7 +509,7 @@ var Search = {
     var excerpt = ((start > 0) ? '...' : '') +
       $.trim(text.substr(start, 240)) +
       ((start + 240 - text.length) ? '...' : '');
-    var rv = $('<p class="context"></p>').text(excerpt);
+    var rv = $('<div class="context"></div>').text(excerpt);
     $.each(hlwords, function() {
       rv = rv.highlightText(this, 'highlighted');
     });
diff --git a/sphinx/build/html/_static/underscore-1.12.0.js b/sphinx/build/html/_static/underscore-1.12.0.js
new file mode 100644
index 00000000..3af6352e
--- /dev/null
+++ b/sphinx/build/html/_static/underscore-1.12.0.js
@@ -0,0 +1,2027 @@
+(function (global, factory) {
+  typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() :
+  typeof define === 'function' && define.amd ? define('underscore', factory) :
+  (global = global || self, (function () {
+    var current = global._;
+    var exports = global._ = factory();
+    exports.noConflict = function () { global._ = current; return exports; };
+  }()));
+}(this, (function () {
+  //     Underscore.js 1.12.0
+  //     https://underscorejs.org
+  //     (c) 2009-2020 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+  //     Underscore may be freely distributed under the MIT license.
+
+  // Current version.
+  var VERSION = '1.12.0';
+
+  // Establish the root object, `window` (`self`) in the browser, `global`
+  // on the server, or `this` in some virtual machines. We use `self`
+  // instead of `window` for `WebWorker` support.
+  var root = typeof self == 'object' && self.self === self && self ||
+            typeof global == 'object' && global.global === global && global ||
+            Function('return this')() ||
+            {};
+
+  // Save bytes in the minified (but not gzipped) version:
+  var ArrayProto = Array.prototype, ObjProto = Object.prototype;
+  var SymbolProto = typeof Symbol !== 'undefined' ? Symbol.prototype : null;
+
+  // Create quick reference variables for speed access to core prototypes.
+  var push = ArrayProto.push,
+      slice = ArrayProto.slice,
+      toString = ObjProto.toString,
+      hasOwnProperty = ObjProto.hasOwnProperty;
+
+  // Modern feature detection.
+  var supportsArrayBuffer = typeof ArrayBuffer !== 'undefined',
+      supportsDataView = typeof DataView !== 'undefined';
+
+  // All **ECMAScript 5+** native function implementations that we hope to use
+  // are declared here.
+  var nativeIsArray = Array.isArray,
+      nativeKeys = Object.keys,
+      nativeCreate = Object.create,
+      nativeIsView = supportsArrayBuffer && ArrayBuffer.isView;
+
+  // Create references to these builtin functions because we override them.
+  var _isNaN = isNaN,
+      _isFinite = isFinite;
+
+  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
+  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
+  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
+    'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
+
+  // The largest integer that can be represented exactly.
+  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
+
+  // Some functions take a variable number of arguments, or a few expected
+  // arguments at the beginning and then a variable number of values to operate
+  // on. This helper accumulates all remaining arguments past the function’s
+  // argument length (or an explicit `startIndex`), into an array that becomes
+  // the last argument. Similar to ES6’s "rest parameter".
+  function restArguments(func, startIndex) {
+    startIndex = startIndex == null ? func.length - 1 : +startIndex;
+    return function() {
+      var length = Math.max(arguments.length - startIndex, 0),
+          rest = Array(length),
+          index = 0;
+      for (; index < length; index++) {
+        rest[index] = arguments[index + startIndex];
+      }
+      switch (startIndex) {
+        case 0: return func.call(this, rest);
+        case 1: return func.call(this, arguments[0], rest);
+        case 2: return func.call(this, arguments[0], arguments[1], rest);
+      }
+      var args = Array(startIndex + 1);
+      for (index = 0; index < startIndex; index++) {
+        args[index] = arguments[index];
+      }
+      args[startIndex] = rest;
+      return func.apply(this, args);
+    };
+  }
+
+  // Is a given variable an object?
+  function isObject(obj) {
+    var type = typeof obj;
+    return type === 'function' || type === 'object' && !!obj;
+  }
+
+  // Is a given value equal to null?
+  function isNull(obj) {
+    return obj === null;
+  }
+
+  // Is a given variable undefined?
+  function isUndefined(obj) {
+    return obj === void 0;
+  }
+
+  // Is a given value a boolean?
+  function isBoolean(obj) {
+    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
+  }
+
+  // Is a given value a DOM element?
+  function isElement(obj) {
+    return !!(obj && obj.nodeType === 1);
+  }
+
+  // Internal function for creating a `toString`-based type tester.
+  function tagTester(name) {
+    var tag = '[object ' + name + ']';
+    return function(obj) {
+      return toString.call(obj) === tag;
+    };
+  }
+
+  var isString = tagTester('String');
+
+  var isNumber = tagTester('Number');
+
+  var isDate = tagTester('Date');
+
+  var isRegExp = tagTester('RegExp');
+
+  var isError = tagTester('Error');
+
+  var isSymbol = tagTester('Symbol');
+
+  var isArrayBuffer = tagTester('ArrayBuffer');
+
+  var isFunction = tagTester('Function');
+
+  // Optimize `isFunction` if appropriate. Work around some `typeof` bugs in old
+  // v8, IE 11 (#1621), Safari 8 (#1929), and PhantomJS (#2236).
+  var nodelist = root.document && root.document.childNodes;
+  if (typeof /./ != 'function' && typeof Int8Array != 'object' && typeof nodelist != 'function') {
+    isFunction = function(obj) {
+      return typeof obj == 'function' || false;
+    };
+  }
+
+  var isFunction$1 = isFunction;
+
+  var hasObjectTag = tagTester('Object');
+
+  // In IE 10 - Edge 13, `DataView` has string tag `'[object Object]'`.
+  // In IE 11, the most common among them, this problem also applies to
+  // `Map`, `WeakMap` and `Set`.
+  var hasStringTagBug = (
+        supportsDataView && hasObjectTag(new DataView(new ArrayBuffer(8)))
+      ),
+      isIE11 = (typeof Map !== 'undefined' && hasObjectTag(new Map));
+
+  var isDataView = tagTester('DataView');
+
+  // In IE 10 - Edge 13, we need a different heuristic
+  // to determine whether an object is a `DataView`.
+  function ie10IsDataView(obj) {
+    return obj != null && isFunction$1(obj.getInt8) && isArrayBuffer(obj.buffer);
+  }
+
+  var isDataView$1 = (hasStringTagBug ? ie10IsDataView : isDataView);
+
+  // Is a given value an array?
+  // Delegates to ECMA5's native `Array.isArray`.
+  var isArray = nativeIsArray || tagTester('Array');
+
+  // Internal function to check whether `key` is an own property name of `obj`.
+  function has(obj, key) {
+    return obj != null && hasOwnProperty.call(obj, key);
+  }
+
+  var isArguments = tagTester('Arguments');
+
+  // Define a fallback version of the method in browsers (ahem, IE < 9), where
+  // there isn't any inspectable "Arguments" type.
+  (function() {
+    if (!isArguments(arguments)) {
+      isArguments = function(obj) {
+        return has(obj, 'callee');
+      };
+    }
+  }());
+
+  var isArguments$1 = isArguments;
+
+  // Is a given object a finite number?
+  function isFinite$1(obj) {
+    return !isSymbol(obj) && _isFinite(obj) && !isNaN(parseFloat(obj));
+  }
+
+  // Is the given value `NaN`?
+  function isNaN$1(obj) {
+    return isNumber(obj) && _isNaN(obj);
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function constant(value) {
+    return function() {
+      return value;
+    };
+  }
+
+  // Common internal logic for `isArrayLike` and `isBufferLike`.
+  function createSizePropertyCheck(getSizeProperty) {
+    return function(collection) {
+      var sizeProperty = getSizeProperty(collection);
+      return typeof sizeProperty == 'number' && sizeProperty >= 0 && sizeProperty <= MAX_ARRAY_INDEX;
+    }
+  }
+
+  // Internal helper to generate a function to obtain property `key` from `obj`.
+  function shallowProperty(key) {
+    return function(obj) {
+      return obj == null ? void 0 : obj[key];
+    };
+  }
+
+  // Internal helper to obtain the `byteLength` property of an object.
+  var getByteLength = shallowProperty('byteLength');
+
+  // Internal helper to determine whether we should spend extensive checks against
+  // `ArrayBuffer` et al.
+  var isBufferLike = createSizePropertyCheck(getByteLength);
+
+  // Is a given value a typed array?
+  var typedArrayPattern = /\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;
+  function isTypedArray(obj) {
+    // `ArrayBuffer.isView` is the most future-proof, so use it when available.
+    // Otherwise, fall back on the above regular expression.
+    return nativeIsView ? (nativeIsView(obj) && !isDataView$1(obj)) :
+                  isBufferLike(obj) && typedArrayPattern.test(toString.call(obj));
+  }
+
+  var isTypedArray$1 = supportsArrayBuffer ? isTypedArray : constant(false);
+
+  // Internal helper to obtain the `length` property of an object.
+  var getLength = shallowProperty('length');
+
+  // Internal helper to create a simple lookup structure.
+  // `collectNonEnumProps` used to depend on `_.contains`, but this led to
+  // circular imports. `emulatedSet` is a one-off solution that only works for
+  // arrays of strings.
+  function emulatedSet(keys) {
+    var hash = {};
+    for (var l = keys.length, i = 0; i < l; ++i) hash[keys[i]] = true;
+    return {
+      contains: function(key) { return hash[key]; },
+      push: function(key) {
+        hash[key] = true;
+        return keys.push(key);
+      }
+    };
+  }
+
+  // Internal helper. Checks `keys` for the presence of keys in IE < 9 that won't
+  // be iterated by `for key in ...` and thus missed. Extends `keys` in place if
+  // needed.
+  function collectNonEnumProps(obj, keys) {
+    keys = emulatedSet(keys);
+    var nonEnumIdx = nonEnumerableProps.length;
+    var constructor = obj.constructor;
+    var proto = isFunction$1(constructor) && constructor.prototype || ObjProto;
+
+    // Constructor is a special case.
+    var prop = 'constructor';
+    if (has(obj, prop) && !keys.contains(prop)) keys.push(prop);
+
+    while (nonEnumIdx--) {
+      prop = nonEnumerableProps[nonEnumIdx];
+      if (prop in obj && obj[prop] !== proto[prop] && !keys.contains(prop)) {
+        keys.push(prop);
+      }
+    }
+  }
+
+  // Retrieve the names of an object's own properties.
+  // Delegates to **ECMAScript 5**'s native `Object.keys`.
+  function keys(obj) {
+    if (!isObject(obj)) return [];
+    if (nativeKeys) return nativeKeys(obj);
+    var keys = [];
+    for (var key in obj) if (has(obj, key)) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Is a given array, string, or object empty?
+  // An "empty" object has no enumerable own-properties.
+  function isEmpty(obj) {
+    if (obj == null) return true;
+    // Skip the more expensive `toString`-based type checks if `obj` has no
+    // `.length`.
+    var length = getLength(obj);
+    if (typeof length == 'number' && (
+      isArray(obj) || isString(obj) || isArguments$1(obj)
+    )) return length === 0;
+    return getLength(keys(obj)) === 0;
+  }
+
+  // Returns whether an object has a given set of `key:value` pairs.
+  function isMatch(object, attrs) {
+    var _keys = keys(attrs), length = _keys.length;
+    if (object == null) return !length;
+    var obj = Object(object);
+    for (var i = 0; i < length; i++) {
+      var key = _keys[i];
+      if (attrs[key] !== obj[key] || !(key in obj)) return false;
+    }
+    return true;
+  }
+
+  // If Underscore is called as a function, it returns a wrapped object that can
+  // be used OO-style. This wrapper holds altered versions of all functions added
+  // through `_.mixin`. Wrapped objects may be chained.
+  function _(obj) {
+    if (obj instanceof _) return obj;
+    if (!(this instanceof _)) return new _(obj);
+    this._wrapped = obj;
+  }
+
+  _.VERSION = VERSION;
+
+  // Extracts the result from a wrapped and chained object.
+  _.prototype.value = function() {
+    return this._wrapped;
+  };
+
+  // Provide unwrapping proxies for some methods used in engine operations
+  // such as arithmetic and JSON stringification.
+  _.prototype.valueOf = _.prototype.toJSON = _.prototype.value;
+
+  _.prototype.toString = function() {
+    return String(this._wrapped);
+  };
+
+  // Internal function to wrap or shallow-copy an ArrayBuffer,
+  // typed array or DataView to a new view, reusing the buffer.
+  function toBufferView(bufferSource) {
+    return new Uint8Array(
+      bufferSource.buffer || bufferSource,
+      bufferSource.byteOffset || 0,
+      getByteLength(bufferSource)
+    );
+  }
+
+  // We use this string twice, so give it a name for minification.
+  var tagDataView = '[object DataView]';
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function eq(a, b, aStack, bStack) {
+    // Identical objects are equal. `0 === -0`, but they aren't identical.
+    // See the [Harmony `egal` proposal](https://wiki.ecmascript.org/doku.php?id=harmony:egal).
+    if (a === b) return a !== 0 || 1 / a === 1 / b;
+    // `null` or `undefined` only equal to itself (strict comparison).
+    if (a == null || b == null) return false;
+    // `NaN`s are equivalent, but non-reflexive.
+    if (a !== a) return b !== b;
+    // Exhaust primitive checks
+    var type = typeof a;
+    if (type !== 'function' && type !== 'object' && typeof b != 'object') return false;
+    return deepEq(a, b, aStack, bStack);
+  }
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function deepEq(a, b, aStack, bStack) {
+    // Unwrap any wrapped objects.
+    if (a instanceof _) a = a._wrapped;
+    if (b instanceof _) b = b._wrapped;
+    // Compare `[[Class]]` names.
+    var className = toString.call(a);
+    if (className !== toString.call(b)) return false;
+    // Work around a bug in IE 10 - Edge 13.
+    if (hasStringTagBug && className == '[object Object]' && isDataView$1(a)) {
+      if (!isDataView$1(b)) return false;
+      className = tagDataView;
+    }
+    switch (className) {
+      // These types are compared by value.
+      case '[object RegExp]':
+        // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
+      case '[object String]':
+        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
+        // equivalent to `new String("5")`.
+        return '' + a === '' + b;
+      case '[object Number]':
+        // `NaN`s are equivalent, but non-reflexive.
+        // Object(NaN) is equivalent to NaN.
+        if (+a !== +a) return +b !== +b;
+        // An `egal` comparison is performed for other numeric values.
+        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
+      case '[object Date]':
+      case '[object Boolean]':
+        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
+        // millisecond representations. Note that invalid dates with millisecond representations
+        // of `NaN` are not equivalent.
+        return +a === +b;
+      case '[object Symbol]':
+        return SymbolProto.valueOf.call(a) === SymbolProto.valueOf.call(b);
+      case '[object ArrayBuffer]':
+      case tagDataView:
+        // Coerce to typed array so we can fall through.
+        return deepEq(toBufferView(a), toBufferView(b), aStack, bStack);
+    }
+
+    var areArrays = className === '[object Array]';
+    if (!areArrays && isTypedArray$1(a)) {
+        var byteLength = getByteLength(a);
+        if (byteLength !== getByteLength(b)) return false;
+        if (a.buffer === b.buffer && a.byteOffset === b.byteOffset) return true;
+        areArrays = true;
+    }
+    if (!areArrays) {
+      if (typeof a != 'object' || typeof b != 'object') return false;
+
+      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
+      // from different frames are.
+      var aCtor = a.constructor, bCtor = b.constructor;
+      if (aCtor !== bCtor && !(isFunction$1(aCtor) && aCtor instanceof aCtor &&
+                               isFunction$1(bCtor) && bCtor instanceof bCtor)
+                          && ('constructor' in a && 'constructor' in b)) {
+        return false;
+      }
+    }
+    // Assume equality for cyclic structures. The algorithm for detecting cyclic
+    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
+
+    // Initializing stack of traversed objects.
+    // It's done here since we only need them for objects and arrays comparison.
+    aStack = aStack || [];
+    bStack = bStack || [];
+    var length = aStack.length;
+    while (length--) {
+      // Linear search. Performance is inversely proportional to the number of
+      // unique nested structures.
+      if (aStack[length] === a) return bStack[length] === b;
+    }
+
+    // Add the first object to the stack of traversed objects.
+    aStack.push(a);
+    bStack.push(b);
+
+    // Recursively compare objects and arrays.
+    if (areArrays) {
+      // Compare array lengths to determine if a deep comparison is necessary.
+      length = a.length;
+      if (length !== b.length) return false;
+      // Deep compare the contents, ignoring non-numeric properties.
+      while (length--) {
+        if (!eq(a[length], b[length], aStack, bStack)) return false;
+      }
+    } else {
+      // Deep compare objects.
+      var _keys = keys(a), key;
+      length = _keys.length;
+      // Ensure that both objects contain the same number of properties before comparing deep equality.
+      if (keys(b).length !== length) return false;
+      while (length--) {
+        // Deep compare each member
+        key = _keys[length];
+        if (!(has(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
+      }
+    }
+    // Remove the first object from the stack of traversed objects.
+    aStack.pop();
+    bStack.pop();
+    return true;
+  }
+
+  // Perform a deep comparison to check if two objects are equal.
+  function isEqual(a, b) {
+    return eq(a, b);
+  }
+
+  // Retrieve all the enumerable property names of an object.
+  function allKeys(obj) {
+    if (!isObject(obj)) return [];
+    var keys = [];
+    for (var key in obj) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Since the regular `Object.prototype.toString` type tests don't work for
+  // some types in IE 11, we use a fingerprinting heuristic instead, based
+  // on the methods. It's not great, but it's the best we got.
+  // The fingerprint method lists are defined below.
+  function ie11fingerprint(methods) {
+    var length = getLength(methods);
+    return function(obj) {
+      if (obj == null) return false;
+      // `Map`, `WeakMap` and `Set` have no enumerable keys.
+      var keys = allKeys(obj);
+      if (getLength(keys)) return false;
+      for (var i = 0; i < length; i++) {
+        if (!isFunction$1(obj[methods[i]])) return false;
+      }
+      // If we are testing against `WeakMap`, we need to ensure that
+      // `obj` doesn't have a `forEach` method in order to distinguish
+      // it from a regular `Map`.
+      return methods !== weakMapMethods || !isFunction$1(obj[forEachName]);
+    };
+  }
+
+  // In the interest of compact minification, we write
+  // each string in the fingerprints only once.
+  var forEachName = 'forEach',
+      hasName = 'has',
+      commonInit = ['clear', 'delete'],
+      mapTail = ['get', hasName, 'set'];
+
+  // `Map`, `WeakMap` and `Set` each have slightly different
+  // combinations of the above sublists.
+  var mapMethods = commonInit.concat(forEachName, mapTail),
+      weakMapMethods = commonInit.concat(mapTail),
+      setMethods = ['add'].concat(commonInit, forEachName, hasName);
+
+  var isMap = isIE11 ? ie11fingerprint(mapMethods) : tagTester('Map');
+
+  var isWeakMap = isIE11 ? ie11fingerprint(weakMapMethods) : tagTester('WeakMap');
+
+  var isSet = isIE11 ? ie11fingerprint(setMethods) : tagTester('Set');
+
+  var isWeakSet = tagTester('WeakSet');
+
+  // Retrieve the values of an object's properties.
+  function values(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var values = Array(length);
+    for (var i = 0; i < length; i++) {
+      values[i] = obj[_keys[i]];
+    }
+    return values;
+  }
+
+  // Convert an object into a list of `[key, value]` pairs.
+  // The opposite of `_.object` with one argument.
+  function pairs(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var pairs = Array(length);
+    for (var i = 0; i < length; i++) {
+      pairs[i] = [_keys[i], obj[_keys[i]]];
+    }
+    return pairs;
+  }
+
+  // Invert the keys and values of an object. The values must be serializable.
+  function invert(obj) {
+    var result = {};
+    var _keys = keys(obj);
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      result[obj[_keys[i]]] = _keys[i];
+    }
+    return result;
+  }
+
+  // Return a sorted list of the function names available on the object.
+  function functions(obj) {
+    var names = [];
+    for (var key in obj) {
+      if (isFunction$1(obj[key])) names.push(key);
+    }
+    return names.sort();
+  }
+
+  // An internal function for creating assigner functions.
+  function createAssigner(keysFunc, defaults) {
+    return function(obj) {
+      var length = arguments.length;
+      if (defaults) obj = Object(obj);
+      if (length < 2 || obj == null) return obj;
+      for (var index = 1; index < length; index++) {
+        var source = arguments[index],
+            keys = keysFunc(source),
+            l = keys.length;
+        for (var i = 0; i < l; i++) {
+          var key = keys[i];
+          if (!defaults || obj[key] === void 0) obj[key] = source[key];
+        }
+      }
+      return obj;
+    };
+  }
+
+  // Extend a given object with all the properties in passed-in object(s).
+  var extend = createAssigner(allKeys);
+
+  // Assigns a given object with all the own properties in the passed-in
+  // object(s).
+  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
+  var extendOwn = createAssigner(keys);
+
+  // Fill in a given object with default properties.
+  var defaults = createAssigner(allKeys, true);
+
+  // Create a naked function reference for surrogate-prototype-swapping.
+  function ctor() {
+    return function(){};
+  }
+
+  // An internal function for creating a new object that inherits from another.
+  function baseCreate(prototype) {
+    if (!isObject(prototype)) return {};
+    if (nativeCreate) return nativeCreate(prototype);
+    var Ctor = ctor();
+    Ctor.prototype = prototype;
+    var result = new Ctor;
+    Ctor.prototype = null;
+    return result;
+  }
+
+  // Creates an object that inherits from the given prototype object.
+  // If additional properties are provided then they will be added to the
+  // created object.
+  function create(prototype, props) {
+    var result = baseCreate(prototype);
+    if (props) extendOwn(result, props);
+    return result;
+  }
+
+  // Create a (shallow-cloned) duplicate of an object.
+  function clone(obj) {
+    if (!isObject(obj)) return obj;
+    return isArray(obj) ? obj.slice() : extend({}, obj);
+  }
+
+  // Invokes `interceptor` with the `obj` and then returns `obj`.
+  // The primary purpose of this method is to "tap into" a method chain, in
+  // order to perform operations on intermediate results within the chain.
+  function tap(obj, interceptor) {
+    interceptor(obj);
+    return obj;
+  }
+
+  // Normalize a (deep) property `path` to array.
+  // Like `_.iteratee`, this function can be customized.
+  function toPath(path) {
+    return isArray(path) ? path : [path];
+  }
+  _.toPath = toPath;
+
+  // Internal wrapper for `_.toPath` to enable minification.
+  // Similar to `cb` for `_.iteratee`.
+  function toPath$1(path) {
+    return _.toPath(path);
+  }
+
+  // Internal function to obtain a nested property in `obj` along `path`.
+  function deepGet(obj, path) {
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      if (obj == null) return void 0;
+      obj = obj[path[i]];
+    }
+    return length ? obj : void 0;
+  }
+
+  // Get the value of the (deep) property on `path` from `object`.
+  // If any property in `path` does not exist or if the value is
+  // `undefined`, return `defaultValue` instead.
+  // The `path` is normalized through `_.toPath`.
+  function get(object, path, defaultValue) {
+    var value = deepGet(object, toPath$1(path));
+    return isUndefined(value) ? defaultValue : value;
+  }
+
+  // Shortcut function for checking if an object has a given property directly on
+  // itself (in other words, not on a prototype). Unlike the internal `has`
+  // function, this public version can also traverse nested properties.
+  function has$1(obj, path) {
+    path = toPath$1(path);
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      var key = path[i];
+      if (!has(obj, key)) return false;
+      obj = obj[key];
+    }
+    return !!length;
+  }
+
+  // Keep the identity function around for default iteratees.
+  function identity(value) {
+    return value;
+  }
+
+  // Returns a predicate for checking whether an object has a given set of
+  // `key:value` pairs.
+  function matcher(attrs) {
+    attrs = extendOwn({}, attrs);
+    return function(obj) {
+      return isMatch(obj, attrs);
+    };
+  }
+
+  // Creates a function that, when passed an object, will traverse that object’s
+  // properties down the given `path`, specified as an array of keys or indices.
+  function property(path) {
+    path = toPath$1(path);
+    return function(obj) {
+      return deepGet(obj, path);
+    };
+  }
+
+  // Internal function that returns an efficient (for current engines) version
+  // of the passed-in callback, to be repeatedly applied in other Underscore
+  // functions.
+  function optimizeCb(func, context, argCount) {
+    if (context === void 0) return func;
+    switch (argCount == null ? 3 : argCount) {
+      case 1: return function(value) {
+        return func.call(context, value);
+      };
+      // The 2-argument case is omitted because we’re not using it.
+      case 3: return function(value, index, collection) {
+        return func.call(context, value, index, collection);
+      };
+      case 4: return function(accumulator, value, index, collection) {
+        return func.call(context, accumulator, value, index, collection);
+      };
+    }
+    return function() {
+      return func.apply(context, arguments);
+    };
+  }
+
+  // An internal function to generate callbacks that can be applied to each
+  // element in a collection, returning the desired result — either `_.identity`,
+  // an arbitrary callback, a property matcher, or a property accessor.
+  function baseIteratee(value, context, argCount) {
+    if (value == null) return identity;
+    if (isFunction$1(value)) return optimizeCb(value, context, argCount);
+    if (isObject(value) && !isArray(value)) return matcher(value);
+    return property(value);
+  }
+
+  // External wrapper for our callback generator. Users may customize
+  // `_.iteratee` if they want additional predicate/iteratee shorthand styles.
+  // This abstraction hides the internal-only `argCount` argument.
+  function iteratee(value, context) {
+    return baseIteratee(value, context, Infinity);
+  }
+  _.iteratee = iteratee;
+
+  // The function we call internally to generate a callback. It invokes
+  // `_.iteratee` if overridden, otherwise `baseIteratee`.
+  function cb(value, context, argCount) {
+    if (_.iteratee !== iteratee) return _.iteratee(value, context);
+    return baseIteratee(value, context, argCount);
+  }
+
+  // Returns the results of applying the `iteratee` to each element of `obj`.
+  // In contrast to `_.map` it returns an object.
+  function mapObject(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = keys(obj),
+        length = _keys.length,
+        results = {};
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys[index];
+      results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function noop(){}
+
+  // Generates a function for a given object that returns a given property.
+  function propertyOf(obj) {
+    if (obj == null) return noop;
+    return function(path) {
+      return get(obj, path);
+    };
+  }
+
+  // Run a function **n** times.
+  function times(n, iteratee, context) {
+    var accum = Array(Math.max(0, n));
+    iteratee = optimizeCb(iteratee, context, 1);
+    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
+    return accum;
+  }
+
+  // Return a random integer between `min` and `max` (inclusive).
+  function random(min, max) {
+    if (max == null) {
+      max = min;
+      min = 0;
+    }
+    return min + Math.floor(Math.random() * (max - min + 1));
+  }
+
+  // A (possibly faster) way to get the current timestamp as an integer.
+  var now = Date.now || function() {
+    return new Date().getTime();
+  };
+
+  // Internal helper to generate functions for escaping and unescaping strings
+  // to/from HTML interpolation.
+  function createEscaper(map) {
+    var escaper = function(match) {
+      return map[match];
+    };
+    // Regexes for identifying a key that needs to be escaped.
+    var source = '(?:' + keys(map).join('|') + ')';
+    var testRegexp = RegExp(source);
+    var replaceRegexp = RegExp(source, 'g');
+    return function(string) {
+      string = string == null ? '' : '' + string;
+      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
+    };
+  }
+
+  // Internal list of HTML entities for escaping.
+  var escapeMap = {
+    '&': '&amp;',
+    '<': '&lt;',
+    '>': '&gt;',
+    '"': '&quot;',
+    "'": '&#x27;',
+    '`': '&#x60;'
+  };
+
+  // Function for escaping strings to HTML interpolation.
+  var _escape = createEscaper(escapeMap);
+
+  // Internal list of HTML entities for unescaping.
+  var unescapeMap = invert(escapeMap);
+
+  // Function for unescaping strings from HTML interpolation.
+  var _unescape = createEscaper(unescapeMap);
+
+  // By default, Underscore uses ERB-style template delimiters. Change the
+  // following template settings to use alternative delimiters.
+  var templateSettings = _.templateSettings = {
+    evaluate: /<%([\s\S]+?)%>/g,
+    interpolate: /<%=([\s\S]+?)%>/g,
+    escape: /<%-([\s\S]+?)%>/g
+  };
+
+  // When customizing `_.templateSettings`, if you don't want to define an
+  // interpolation, evaluation or escaping regex, we need one that is
+  // guaranteed not to match.
+  var noMatch = /(.)^/;
+
+  // Certain characters need to be escaped so that they can be put into a
+  // string literal.
+  var escapes = {
+    "'": "'",
+    '\\': '\\',
+    '\r': 'r',
+    '\n': 'n',
+    '\u2028': 'u2028',
+    '\u2029': 'u2029'
+  };
+
+  var escapeRegExp = /\\|'|\r|\n|\u2028|\u2029/g;
+
+  function escapeChar(match) {
+    return '\\' + escapes[match];
+  }
+
+  // JavaScript micro-templating, similar to John Resig's implementation.
+  // Underscore templating handles arbitrary delimiters, preserves whitespace,
+  // and correctly escapes quotes within interpolated code.
+  // NB: `oldSettings` only exists for backwards compatibility.
+  function template(text, settings, oldSettings) {
+    if (!settings && oldSettings) settings = oldSettings;
+    settings = defaults({}, settings, _.templateSettings);
+
+    // Combine delimiters into one regular expression via alternation.
+    var matcher = RegExp([
+      (settings.escape || noMatch).source,
+      (settings.interpolate || noMatch).source,
+      (settings.evaluate || noMatch).source
+    ].join('|') + '|$', 'g');
+
+    // Compile the template source, escaping string literals appropriately.
+    var index = 0;
+    var source = "__p+='";
+    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
+      source += text.slice(index, offset).replace(escapeRegExp, escapeChar);
+      index = offset + match.length;
+
+      if (escape) {
+        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
+      } else if (interpolate) {
+        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
+      } else if (evaluate) {
+        source += "';\n" + evaluate + "\n__p+='";
+      }
+
+      // Adobe VMs need the match returned to produce the correct offset.
+      return match;
+    });
+    source += "';\n";
+
+    // If a variable is not specified, place data values in local scope.
+    if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n';
+
+    source = "var __t,__p='',__j=Array.prototype.join," +
+      "print=function(){__p+=__j.call(arguments,'');};\n" +
+      source + 'return __p;\n';
+
+    var render;
+    try {
+      render = new Function(settings.variable || 'obj', '_', source);
+    } catch (e) {
+      e.source = source;
+      throw e;
+    }
+
+    var template = function(data) {
+      return render.call(this, data, _);
+    };
+
+    // Provide the compiled source as a convenience for precompilation.
+    var argument = settings.variable || 'obj';
+    template.source = 'function(' + argument + '){\n' + source + '}';
+
+    return template;
+  }
+
+  // Traverses the children of `obj` along `path`. If a child is a function, it
+  // is invoked with its parent as context. Returns the value of the final
+  // child, or `fallback` if any child is undefined.
+  function result(obj, path, fallback) {
+    path = toPath$1(path);
+    var length = path.length;
+    if (!length) {
+      return isFunction$1(fallback) ? fallback.call(obj) : fallback;
+    }
+    for (var i = 0; i < length; i++) {
+      var prop = obj == null ? void 0 : obj[path[i]];
+      if (prop === void 0) {
+        prop = fallback;
+        i = length; // Ensure we don't continue iterating.
+      }
+      obj = isFunction$1(prop) ? prop.call(obj) : prop;
+    }
+    return obj;
+  }
+
+  // Generate a unique integer id (unique within the entire client session).
+  // Useful for temporary DOM ids.
+  var idCounter = 0;
+  function uniqueId(prefix) {
+    var id = ++idCounter + '';
+    return prefix ? prefix + id : id;
+  }
+
+  // Start chaining a wrapped Underscore object.
+  function chain(obj) {
+    var instance = _(obj);
+    instance._chain = true;
+    return instance;
+  }
+
+  // Internal function to execute `sourceFunc` bound to `context` with optional
+  // `args`. Determines whether to execute a function as a constructor or as a
+  // normal function.
+  function executeBound(sourceFunc, boundFunc, context, callingContext, args) {
+    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
+    var self = baseCreate(sourceFunc.prototype);
+    var result = sourceFunc.apply(self, args);
+    if (isObject(result)) return result;
+    return self;
+  }
+
+  // Partially apply a function by creating a version that has had some of its
+  // arguments pre-filled, without changing its dynamic `this` context. `_` acts
+  // as a placeholder by default, allowing any combination of arguments to be
+  // pre-filled. Set `_.partial.placeholder` for a custom placeholder argument.
+  var partial = restArguments(function(func, boundArgs) {
+    var placeholder = partial.placeholder;
+    var bound = function() {
+      var position = 0, length = boundArgs.length;
+      var args = Array(length);
+      for (var i = 0; i < length; i++) {
+        args[i] = boundArgs[i] === placeholder ? arguments[position++] : boundArgs[i];
+      }
+      while (position < arguments.length) args.push(arguments[position++]);
+      return executeBound(func, bound, this, this, args);
+    };
+    return bound;
+  });
+
+  partial.placeholder = _;
+
+  // Create a function bound to a given object (assigning `this`, and arguments,
+  // optionally).
+  var bind = restArguments(function(func, context, args) {
+    if (!isFunction$1(func)) throw new TypeError('Bind must be called on a function');
+    var bound = restArguments(function(callArgs) {
+      return executeBound(func, bound, context, this, args.concat(callArgs));
+    });
+    return bound;
+  });
+
+  // Internal helper for collection methods to determine whether a collection
+  // should be iterated as an array or as an object.
+  // Related: https://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
+  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
+  var isArrayLike = createSizePropertyCheck(getLength);
+
+  // Internal implementation of a recursive `flatten` function.
+  function flatten(input, depth, strict, output) {
+    output = output || [];
+    if (!depth && depth !== 0) {
+      depth = Infinity;
+    } else if (depth <= 0) {
+      return output.concat(input);
+    }
+    var idx = output.length;
+    for (var i = 0, length = getLength(input); i < length; i++) {
+      var value = input[i];
+      if (isArrayLike(value) && (isArray(value) || isArguments$1(value))) {
+        // Flatten current level of array or arguments object.
+        if (depth > 1) {
+          flatten(value, depth - 1, strict, output);
+          idx = output.length;
+        } else {
+          var j = 0, len = value.length;
+          while (j < len) output[idx++] = value[j++];
+        }
+      } else if (!strict) {
+        output[idx++] = value;
+      }
+    }
+    return output;
+  }
+
+  // Bind a number of an object's methods to that object. Remaining arguments
+  // are the method names to be bound. Useful for ensuring that all callbacks
+  // defined on an object belong to it.
+  var bindAll = restArguments(function(obj, keys) {
+    keys = flatten(keys, false, false);
+    var index = keys.length;
+    if (index < 1) throw new Error('bindAll must be passed function names');
+    while (index--) {
+      var key = keys[index];
+      obj[key] = bind(obj[key], obj);
+    }
+    return obj;
+  });
+
+  // Memoize an expensive function by storing its results.
+  function memoize(func, hasher) {
+    var memoize = function(key) {
+      var cache = memoize.cache;
+      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
+      if (!has(cache, address)) cache[address] = func.apply(this, arguments);
+      return cache[address];
+    };
+    memoize.cache = {};
+    return memoize;
+  }
+
+  // Delays a function for the given number of milliseconds, and then calls
+  // it with the arguments supplied.
+  var delay = restArguments(function(func, wait, args) {
+    return setTimeout(function() {
+      return func.apply(null, args);
+    }, wait);
+  });
+
+  // Defers a function, scheduling it to run after the current call stack has
+  // cleared.
+  var defer = partial(delay, _, 1);
+
+  // Returns a function, that, when invoked, will only be triggered at most once
+  // during a given window of time. Normally, the throttled function will run
+  // as much as it can, without ever going more than once per `wait` duration;
+  // but if you'd like to disable the execution on the leading edge, pass
+  // `{leading: false}`. To disable execution on the trailing edge, ditto.
+  function throttle(func, wait, options) {
+    var timeout, context, args, result;
+    var previous = 0;
+    if (!options) options = {};
+
+    var later = function() {
+      previous = options.leading === false ? 0 : now();
+      timeout = null;
+      result = func.apply(context, args);
+      if (!timeout) context = args = null;
+    };
+
+    var throttled = function() {
+      var _now = now();
+      if (!previous && options.leading === false) previous = _now;
+      var remaining = wait - (_now - previous);
+      context = this;
+      args = arguments;
+      if (remaining <= 0 || remaining > wait) {
+        if (timeout) {
+          clearTimeout(timeout);
+          timeout = null;
+        }
+        previous = _now;
+        result = func.apply(context, args);
+        if (!timeout) context = args = null;
+      } else if (!timeout && options.trailing !== false) {
+        timeout = setTimeout(later, remaining);
+      }
+      return result;
+    };
+
+    throttled.cancel = function() {
+      clearTimeout(timeout);
+      previous = 0;
+      timeout = context = args = null;
+    };
+
+    return throttled;
+  }
+
+  // When a sequence of calls of the returned function ends, the argument
+  // function is triggered. The end of a sequence is defined by the `wait`
+  // parameter. If `immediate` is passed, the argument function will be
+  // triggered at the beginning of the sequence instead of at the end.
+  function debounce(func, wait, immediate) {
+    var timeout, previous, args, result, context;
+
+    var later = function() {
+      var passed = now() - previous;
+      if (wait > passed) {
+        timeout = setTimeout(later, wait - passed);
+      } else {
+        timeout = null;
+        if (!immediate) result = func.apply(context, args);
+        // This check is needed because `func` can recursively invoke `debounced`.
+        if (!timeout) args = context = null;
+      }
+    };
+
+    var debounced = restArguments(function(_args) {
+      context = this;
+      args = _args;
+      previous = now();
+      if (!timeout) {
+        timeout = setTimeout(later, wait);
+        if (immediate) result = func.apply(context, args);
+      }
+      return result;
+    });
+
+    debounced.cancel = function() {
+      clearTimeout(timeout);
+      timeout = args = context = null;
+    };
+
+    return debounced;
+  }
+
+  // Returns the first function passed as an argument to the second,
+  // allowing you to adjust arguments, run code before and after, and
+  // conditionally execute the original function.
+  function wrap(func, wrapper) {
+    return partial(wrapper, func);
+  }
+
+  // Returns a negated version of the passed-in predicate.
+  function negate(predicate) {
+    return function() {
+      return !predicate.apply(this, arguments);
+    };
+  }
+
+  // Returns a function that is the composition of a list of functions, each
+  // consuming the return value of the function that follows.
+  function compose() {
+    var args = arguments;
+    var start = args.length - 1;
+    return function() {
+      var i = start;
+      var result = args[start].apply(this, arguments);
+      while (i--) result = args[i].call(this, result);
+      return result;
+    };
+  }
+
+  // Returns a function that will only be executed on and after the Nth call.
+  function after(times, func) {
+    return function() {
+      if (--times < 1) {
+        return func.apply(this, arguments);
+      }
+    };
+  }
+
+  // Returns a function that will only be executed up to (but not including) the
+  // Nth call.
+  function before(times, func) {
+    var memo;
+    return function() {
+      if (--times > 0) {
+        memo = func.apply(this, arguments);
+      }
+      if (times <= 1) func = null;
+      return memo;
+    };
+  }
+
+  // Returns a function that will be executed at most one time, no matter how
+  // often you call it. Useful for lazy initialization.
+  var once = partial(before, 2);
+
+  // Returns the first key on an object that passes a truth test.
+  function findKey(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = keys(obj), key;
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      key = _keys[i];
+      if (predicate(obj[key], key, obj)) return key;
+    }
+  }
+
+  // Internal function to generate `_.findIndex` and `_.findLastIndex`.
+  function createPredicateIndexFinder(dir) {
+    return function(array, predicate, context) {
+      predicate = cb(predicate, context);
+      var length = getLength(array);
+      var index = dir > 0 ? 0 : length - 1;
+      for (; index >= 0 && index < length; index += dir) {
+        if (predicate(array[index], index, array)) return index;
+      }
+      return -1;
+    };
+  }
+
+  // Returns the first index on an array-like that passes a truth test.
+  var findIndex = createPredicateIndexFinder(1);
+
+  // Returns the last index on an array-like that passes a truth test.
+  var findLastIndex = createPredicateIndexFinder(-1);
+
+  // Use a comparator function to figure out the smallest index at which
+  // an object should be inserted so as to maintain order. Uses binary search.
+  function sortedIndex(array, obj, iteratee, context) {
+    iteratee = cb(iteratee, context, 1);
+    var value = iteratee(obj);
+    var low = 0, high = getLength(array);
+    while (low < high) {
+      var mid = Math.floor((low + high) / 2);
+      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
+    }
+    return low;
+  }
+
+  // Internal function to generate the `_.indexOf` and `_.lastIndexOf` functions.
+  function createIndexFinder(dir, predicateFind, sortedIndex) {
+    return function(array, item, idx) {
+      var i = 0, length = getLength(array);
+      if (typeof idx == 'number') {
+        if (dir > 0) {
+          i = idx >= 0 ? idx : Math.max(idx + length, i);
+        } else {
+          length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
+        }
+      } else if (sortedIndex && idx && length) {
+        idx = sortedIndex(array, item);
+        return array[idx] === item ? idx : -1;
+      }
+      if (item !== item) {
+        idx = predicateFind(slice.call(array, i, length), isNaN$1);
+        return idx >= 0 ? idx + i : -1;
+      }
+      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
+        if (array[idx] === item) return idx;
+      }
+      return -1;
+    };
+  }
+
+  // Return the position of the first occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  // If the array is large and already in sort order, pass `true`
+  // for **isSorted** to use binary search.
+  var indexOf = createIndexFinder(1, findIndex, sortedIndex);
+
+  // Return the position of the last occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  var lastIndexOf = createIndexFinder(-1, findLastIndex);
+
+  // Return the first value which passes a truth test.
+  function find(obj, predicate, context) {
+    var keyFinder = isArrayLike(obj) ? findIndex : findKey;
+    var key = keyFinder(obj, predicate, context);
+    if (key !== void 0 && key !== -1) return obj[key];
+  }
+
+  // Convenience version of a common use case of `_.find`: getting the first
+  // object containing specific `key:value` pairs.
+  function findWhere(obj, attrs) {
+    return find(obj, matcher(attrs));
+  }
+
+  // The cornerstone for collection functions, an `each`
+  // implementation, aka `forEach`.
+  // Handles raw objects in addition to array-likes. Treats all
+  // sparse array-likes as if they were dense.
+  function each(obj, iteratee, context) {
+    iteratee = optimizeCb(iteratee, context);
+    var i, length;
+    if (isArrayLike(obj)) {
+      for (i = 0, length = obj.length; i < length; i++) {
+        iteratee(obj[i], i, obj);
+      }
+    } else {
+      var _keys = keys(obj);
+      for (i = 0, length = _keys.length; i < length; i++) {
+        iteratee(obj[_keys[i]], _keys[i], obj);
+      }
+    }
+    return obj;
+  }
+
+  // Return the results of applying the iteratee to each element.
+  function map(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length,
+        results = Array(length);
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      results[index] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Internal helper to create a reducing function, iterating left or right.
+  function createReduce(dir) {
+    // Wrap code that reassigns argument variables in a separate function than
+    // the one that accesses `arguments.length` to avoid a perf hit. (#1991)
+    var reducer = function(obj, iteratee, memo, initial) {
+      var _keys = !isArrayLike(obj) && keys(obj),
+          length = (_keys || obj).length,
+          index = dir > 0 ? 0 : length - 1;
+      if (!initial) {
+        memo = obj[_keys ? _keys[index] : index];
+        index += dir;
+      }
+      for (; index >= 0 && index < length; index += dir) {
+        var currentKey = _keys ? _keys[index] : index;
+        memo = iteratee(memo, obj[currentKey], currentKey, obj);
+      }
+      return memo;
+    };
+
+    return function(obj, iteratee, memo, context) {
+      var initial = arguments.length >= 3;
+      return reducer(obj, optimizeCb(iteratee, context, 4), memo, initial);
+    };
+  }
+
+  // **Reduce** builds up a single result from a list of values, aka `inject`,
+  // or `foldl`.
+  var reduce = createReduce(1);
+
+  // The right-associative version of reduce, also known as `foldr`.
+  var reduceRight = createReduce(-1);
+
+  // Return all the elements that pass a truth test.
+  function filter(obj, predicate, context) {
+    var results = [];
+    predicate = cb(predicate, context);
+    each(obj, function(value, index, list) {
+      if (predicate(value, index, list)) results.push(value);
+    });
+    return results;
+  }
+
+  // Return all the elements for which a truth test fails.
+  function reject(obj, predicate, context) {
+    return filter(obj, negate(cb(predicate)), context);
+  }
+
+  // Determine whether all of the elements pass a truth test.
+  function every(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (!predicate(obj[currentKey], currentKey, obj)) return false;
+    }
+    return true;
+  }
+
+  // Determine if at least one element in the object passes a truth test.
+  function some(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (predicate(obj[currentKey], currentKey, obj)) return true;
+    }
+    return false;
+  }
+
+  // Determine if the array or object contains a given item (using `===`).
+  function contains(obj, item, fromIndex, guard) {
+    if (!isArrayLike(obj)) obj = values(obj);
+    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
+    return indexOf(obj, item, fromIndex) >= 0;
+  }
+
+  // Invoke a method (with arguments) on every item in a collection.
+  var invoke = restArguments(function(obj, path, args) {
+    var contextPath, func;
+    if (isFunction$1(path)) {
+      func = path;
+    } else {
+      path = toPath$1(path);
+      contextPath = path.slice(0, -1);
+      path = path[path.length - 1];
+    }
+    return map(obj, function(context) {
+      var method = func;
+      if (!method) {
+        if (contextPath && contextPath.length) {
+          context = deepGet(context, contextPath);
+        }
+        if (context == null) return void 0;
+        method = context[path];
+      }
+      return method == null ? method : method.apply(context, args);
+    });
+  });
+
+  // Convenience version of a common use case of `_.map`: fetching a property.
+  function pluck(obj, key) {
+    return map(obj, property(key));
+  }
+
+  // Convenience version of a common use case of `_.filter`: selecting only
+  // objects containing specific `key:value` pairs.
+  function where(obj, attrs) {
+    return filter(obj, matcher(attrs));
+  }
+
+  // Return the maximum element (or element-based computation).
+  function max(obj, iteratee, context) {
+    var result = -Infinity, lastComputed = -Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value > result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Return the minimum element (or element-based computation).
+  function min(obj, iteratee, context) {
+    var result = Infinity, lastComputed = Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value < result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed < lastComputed || computed === Infinity && result === Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Sample **n** random values from a collection using the modern version of the
+  // [Fisher-Yates shuffle](https://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
+  // If **n** is not specified, returns a single random element.
+  // The internal `guard` argument allows it to work with `_.map`.
+  function sample(obj, n, guard) {
+    if (n == null || guard) {
+      if (!isArrayLike(obj)) obj = values(obj);
+      return obj[random(obj.length - 1)];
+    }
+    var sample = isArrayLike(obj) ? clone(obj) : values(obj);
+    var length = getLength(sample);
+    n = Math.max(Math.min(n, length), 0);
+    var last = length - 1;
+    for (var index = 0; index < n; index++) {
+      var rand = random(index, last);
+      var temp = sample[index];
+      sample[index] = sample[rand];
+      sample[rand] = temp;
+    }
+    return sample.slice(0, n);
+  }
+
+  // Shuffle a collection.
+  function shuffle(obj) {
+    return sample(obj, Infinity);
+  }
+
+  // Sort the object's values by a criterion produced by an iteratee.
+  function sortBy(obj, iteratee, context) {
+    var index = 0;
+    iteratee = cb(iteratee, context);
+    return pluck(map(obj, function(value, key, list) {
+      return {
+        value: value,
+        index: index++,
+        criteria: iteratee(value, key, list)
+      };
+    }).sort(function(left, right) {
+      var a = left.criteria;
+      var b = right.criteria;
+      if (a !== b) {
+        if (a > b || a === void 0) return 1;
+        if (a < b || b === void 0) return -1;
+      }
+      return left.index - right.index;
+    }), 'value');
+  }
+
+  // An internal function used for aggregate "group by" operations.
+  function group(behavior, partition) {
+    return function(obj, iteratee, context) {
+      var result = partition ? [[], []] : {};
+      iteratee = cb(iteratee, context);
+      each(obj, function(value, index) {
+        var key = iteratee(value, index, obj);
+        behavior(result, value, key);
+      });
+      return result;
+    };
+  }
+
+  // Groups the object's values by a criterion. Pass either a string attribute
+  // to group by, or a function that returns the criterion.
+  var groupBy = group(function(result, value, key) {
+    if (has(result, key)) result[key].push(value); else result[key] = [value];
+  });
+
+  // Indexes the object's values by a criterion, similar to `_.groupBy`, but for
+  // when you know that your index values will be unique.
+  var indexBy = group(function(result, value, key) {
+    result[key] = value;
+  });
+
+  // Counts instances of an object that group by a certain criterion. Pass
+  // either a string attribute to count by, or a function that returns the
+  // criterion.
+  var countBy = group(function(result, value, key) {
+    if (has(result, key)) result[key]++; else result[key] = 1;
+  });
+
+  // Split a collection into two arrays: one whose elements all pass the given
+  // truth test, and one whose elements all do not pass the truth test.
+  var partition = group(function(result, value, pass) {
+    result[pass ? 0 : 1].push(value);
+  }, true);
+
+  // Safely create a real, live array from anything iterable.
+  var reStrSymbol = /[^\ud800-\udfff]|[\ud800-\udbff][\udc00-\udfff]|[\ud800-\udfff]/g;
+  function toArray(obj) {
+    if (!obj) return [];
+    if (isArray(obj)) return slice.call(obj);
+    if (isString(obj)) {
+      // Keep surrogate pair characters together.
+      return obj.match(reStrSymbol);
+    }
+    if (isArrayLike(obj)) return map(obj, identity);
+    return values(obj);
+  }
+
+  // Return the number of elements in a collection.
+  function size(obj) {
+    if (obj == null) return 0;
+    return isArrayLike(obj) ? obj.length : keys(obj).length;
+  }
+
+  // Internal `_.pick` helper function to determine whether `key` is an enumerable
+  // property name of `obj`.
+  function keyInObj(value, key, obj) {
+    return key in obj;
+  }
+
+  // Return a copy of the object only containing the allowed properties.
+  var pick = restArguments(function(obj, keys) {
+    var result = {}, iteratee = keys[0];
+    if (obj == null) return result;
+    if (isFunction$1(iteratee)) {
+      if (keys.length > 1) iteratee = optimizeCb(iteratee, keys[1]);
+      keys = allKeys(obj);
+    } else {
+      iteratee = keyInObj;
+      keys = flatten(keys, false, false);
+      obj = Object(obj);
+    }
+    for (var i = 0, length = keys.length; i < length; i++) {
+      var key = keys[i];
+      var value = obj[key];
+      if (iteratee(value, key, obj)) result[key] = value;
+    }
+    return result;
+  });
+
+  // Return a copy of the object without the disallowed properties.
+  var omit = restArguments(function(obj, keys) {
+    var iteratee = keys[0], context;
+    if (isFunction$1(iteratee)) {
+      iteratee = negate(iteratee);
+      if (keys.length > 1) context = keys[1];
+    } else {
+      keys = map(flatten(keys, false, false), String);
+      iteratee = function(value, key) {
+        return !contains(keys, key);
+      };
+    }
+    return pick(obj, iteratee, context);
+  });
+
+  // Returns everything but the last entry of the array. Especially useful on
+  // the arguments object. Passing **n** will return all the values in
+  // the array, excluding the last N.
+  function initial(array, n, guard) {
+    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
+  }
+
+  // Get the first element of an array. Passing **n** will return the first N
+  // values in the array. The **guard** check allows it to work with `_.map`.
+  function first(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[0];
+    return initial(array, array.length - n);
+  }
+
+  // Returns everything but the first entry of the `array`. Especially useful on
+  // the `arguments` object. Passing an **n** will return the rest N values in the
+  // `array`.
+  function rest(array, n, guard) {
+    return slice.call(array, n == null || guard ? 1 : n);
+  }
+
+  // Get the last element of an array. Passing **n** will return the last N
+  // values in the array.
+  function last(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[array.length - 1];
+    return rest(array, Math.max(0, array.length - n));
+  }
+
+  // Trim out all falsy values from an array.
+  function compact(array) {
+    return filter(array, Boolean);
+  }
+
+  // Flatten out an array, either recursively (by default), or up to `depth`.
+  // Passing `true` or `false` as `depth` means `1` or `Infinity`, respectively.
+  function flatten$1(array, depth) {
+    return flatten(array, depth, false);
+  }
+
+  // Take the difference between one array and a number of other arrays.
+  // Only the elements present in just the first array will remain.
+  var difference = restArguments(function(array, rest) {
+    rest = flatten(rest, true, true);
+    return filter(array, function(value){
+      return !contains(rest, value);
+    });
+  });
+
+  // Return a version of the array that does not contain the specified value(s).
+  var without = restArguments(function(array, otherArrays) {
+    return difference(array, otherArrays);
+  });
+
+  // Produce a duplicate-free version of the array. If the array has already
+  // been sorted, you have the option of using a faster algorithm.
+  // The faster algorithm will not work with an iteratee if the iteratee
+  // is not a one-to-one function, so providing an iteratee will disable
+  // the faster algorithm.
+  function uniq(array, isSorted, iteratee, context) {
+    if (!isBoolean(isSorted)) {
+      context = iteratee;
+      iteratee = isSorted;
+      isSorted = false;
+    }
+    if (iteratee != null) iteratee = cb(iteratee, context);
+    var result = [];
+    var seen = [];
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var value = array[i],
+          computed = iteratee ? iteratee(value, i, array) : value;
+      if (isSorted && !iteratee) {
+        if (!i || seen !== computed) result.push(value);
+        seen = computed;
+      } else if (iteratee) {
+        if (!contains(seen, computed)) {
+          seen.push(computed);
+          result.push(value);
+        }
+      } else if (!contains(result, value)) {
+        result.push(value);
+      }
+    }
+    return result;
+  }
+
+  // Produce an array that contains the union: each distinct element from all of
+  // the passed-in arrays.
+  var union = restArguments(function(arrays) {
+    return uniq(flatten(arrays, true, true));
+  });
+
+  // Produce an array that contains every item shared between all the
+  // passed-in arrays.
+  function intersection(array) {
+    var result = [];
+    var argsLength = arguments.length;
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var item = array[i];
+      if (contains(result, item)) continue;
+      var j;
+      for (j = 1; j < argsLength; j++) {
+        if (!contains(arguments[j], item)) break;
+      }
+      if (j === argsLength) result.push(item);
+    }
+    return result;
+  }
+
+  // Complement of zip. Unzip accepts an array of arrays and groups
+  // each array's elements on shared indices.
+  function unzip(array) {
+    var length = array && max(array, getLength).length || 0;
+    var result = Array(length);
+
+    for (var index = 0; index < length; index++) {
+      result[index] = pluck(array, index);
+    }
+    return result;
+  }
+
+  // Zip together multiple lists into a single array -- elements that share
+  // an index go together.
+  var zip = restArguments(unzip);
+
+  // Converts lists into objects. Pass either a single array of `[key, value]`
+  // pairs, or two parallel arrays of the same length -- one of keys, and one of
+  // the corresponding values. Passing by pairs is the reverse of `_.pairs`.
+  function object(list, values) {
+    var result = {};
+    for (var i = 0, length = getLength(list); i < length; i++) {
+      if (values) {
+        result[list[i]] = values[i];
+      } else {
+        result[list[i][0]] = list[i][1];
+      }
+    }
+    return result;
+  }
+
+  // Generate an integer Array containing an arithmetic progression. A port of
+  // the native Python `range()` function. See
+  // [the Python documentation](https://docs.python.org/library/functions.html#range).
+  function range(start, stop, step) {
+    if (stop == null) {
+      stop = start || 0;
+      start = 0;
+    }
+    if (!step) {
+      step = stop < start ? -1 : 1;
+    }
+
+    var length = Math.max(Math.ceil((stop - start) / step), 0);
+    var range = Array(length);
+
+    for (var idx = 0; idx < length; idx++, start += step) {
+      range[idx] = start;
+    }
+
+    return range;
+  }
+
+  // Chunk a single array into multiple arrays, each containing `count` or fewer
+  // items.
+  function chunk(array, count) {
+    if (count == null || count < 1) return [];
+    var result = [];
+    var i = 0, length = array.length;
+    while (i < length) {
+      result.push(slice.call(array, i, i += count));
+    }
+    return result;
+  }
+
+  // Helper function to continue chaining intermediate results.
+  function chainResult(instance, obj) {
+    return instance._chain ? _(obj).chain() : obj;
+  }
+
+  // Add your own custom functions to the Underscore object.
+  function mixin(obj) {
+    each(functions(obj), function(name) {
+      var func = _[name] = obj[name];
+      _.prototype[name] = function() {
+        var args = [this._wrapped];
+        push.apply(args, arguments);
+        return chainResult(this, func.apply(_, args));
+      };
+    });
+    return _;
+  }
+
+  // Add all mutator `Array` functions to the wrapper.
+  each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
+    var method = ArrayProto[name];
+    _.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) {
+        method.apply(obj, arguments);
+        if ((name === 'shift' || name === 'splice') && obj.length === 0) {
+          delete obj[0];
+        }
+      }
+      return chainResult(this, obj);
+    };
+  });
+
+  // Add all accessor `Array` functions to the wrapper.
+  each(['concat', 'join', 'slice'], function(name) {
+    var method = ArrayProto[name];
+    _.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) obj = method.apply(obj, arguments);
+      return chainResult(this, obj);
+    };
+  });
+
+  // Named Exports
+
+  var allExports = {
+    __proto__: null,
+    VERSION: VERSION,
+    restArguments: restArguments,
+    isObject: isObject,
+    isNull: isNull,
+    isUndefined: isUndefined,
+    isBoolean: isBoolean,
+    isElement: isElement,
+    isString: isString,
+    isNumber: isNumber,
+    isDate: isDate,
+    isRegExp: isRegExp,
+    isError: isError,
+    isSymbol: isSymbol,
+    isArrayBuffer: isArrayBuffer,
+    isDataView: isDataView$1,
+    isArray: isArray,
+    isFunction: isFunction$1,
+    isArguments: isArguments$1,
+    isFinite: isFinite$1,
+    isNaN: isNaN$1,
+    isTypedArray: isTypedArray$1,
+    isEmpty: isEmpty,
+    isMatch: isMatch,
+    isEqual: isEqual,
+    isMap: isMap,
+    isWeakMap: isWeakMap,
+    isSet: isSet,
+    isWeakSet: isWeakSet,
+    keys: keys,
+    allKeys: allKeys,
+    values: values,
+    pairs: pairs,
+    invert: invert,
+    functions: functions,
+    methods: functions,
+    extend: extend,
+    extendOwn: extendOwn,
+    assign: extendOwn,
+    defaults: defaults,
+    create: create,
+    clone: clone,
+    tap: tap,
+    get: get,
+    has: has$1,
+    mapObject: mapObject,
+    identity: identity,
+    constant: constant,
+    noop: noop,
+    toPath: toPath,
+    property: property,
+    propertyOf: propertyOf,
+    matcher: matcher,
+    matches: matcher,
+    times: times,
+    random: random,
+    now: now,
+    escape: _escape,
+    unescape: _unescape,
+    templateSettings: templateSettings,
+    template: template,
+    result: result,
+    uniqueId: uniqueId,
+    chain: chain,
+    iteratee: iteratee,
+    partial: partial,
+    bind: bind,
+    bindAll: bindAll,
+    memoize: memoize,
+    delay: delay,
+    defer: defer,
+    throttle: throttle,
+    debounce: debounce,
+    wrap: wrap,
+    negate: negate,
+    compose: compose,
+    after: after,
+    before: before,
+    once: once,
+    findKey: findKey,
+    findIndex: findIndex,
+    findLastIndex: findLastIndex,
+    sortedIndex: sortedIndex,
+    indexOf: indexOf,
+    lastIndexOf: lastIndexOf,
+    find: find,
+    detect: find,
+    findWhere: findWhere,
+    each: each,
+    forEach: each,
+    map: map,
+    collect: map,
+    reduce: reduce,
+    foldl: reduce,
+    inject: reduce,
+    reduceRight: reduceRight,
+    foldr: reduceRight,
+    filter: filter,
+    select: filter,
+    reject: reject,
+    every: every,
+    all: every,
+    some: some,
+    any: some,
+    contains: contains,
+    includes: contains,
+    include: contains,
+    invoke: invoke,
+    pluck: pluck,
+    where: where,
+    max: max,
+    min: min,
+    shuffle: shuffle,
+    sample: sample,
+    sortBy: sortBy,
+    groupBy: groupBy,
+    indexBy: indexBy,
+    countBy: countBy,
+    partition: partition,
+    toArray: toArray,
+    size: size,
+    pick: pick,
+    omit: omit,
+    first: first,
+    head: first,
+    take: first,
+    initial: initial,
+    last: last,
+    rest: rest,
+    tail: rest,
+    drop: rest,
+    compact: compact,
+    flatten: flatten$1,
+    without: without,
+    uniq: uniq,
+    unique: uniq,
+    union: union,
+    intersection: intersection,
+    difference: difference,
+    unzip: unzip,
+    transpose: unzip,
+    zip: zip,
+    object: object,
+    range: range,
+    chunk: chunk,
+    mixin: mixin,
+    'default': _
+  };
+
+  // Default Export
+
+  // Add all of the Underscore functions to the wrapper object.
+  var _$1 = mixin(allExports);
+  // Legacy Node.js API.
+  _$1._ = _$1;
+
+  return _$1;
+
+})));
+//# sourceMappingURL=underscore.js.map
diff --git a/sphinx/build/html/_static/underscore.js b/sphinx/build/html/_static/underscore.js
index cf177d42..166240ef 100644
--- a/sphinx/build/html/_static/underscore.js
+++ b/sphinx/build/html/_static/underscore.js
@@ -1,6 +1,6 @@
-!function(n,r){"object"==typeof exports&&"undefined"!=typeof module?module.exports=r():"function"==typeof define&&define.amd?define("underscore",r):(n="undefined"!=typeof globalThis?globalThis:n||self,function(){var t=n._,e=n._=r();e.noConflict=function(){return n._=t,e}}())}(this,(function(){
-//     Underscore.js 1.13.1
+!function(n,r){"object"==typeof exports&&"undefined"!=typeof module?module.exports=r():"function"==typeof define&&define.amd?define("underscore",r):(n=n||self,function(){var t=n._,e=n._=r();e.noConflict=function(){return n._=t,e}}())}(this,(function(){
+//     Underscore.js 1.12.0
 //     https://underscorejs.org
-//     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+//     (c) 2009-2020 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
 //     Underscore may be freely distributed under the MIT license.
-var n="1.13.1",r="object"==typeof self&&self.self===self&&self||"object"==typeof global&&global.global===global&&global||Function("return this")()||{},t=Array.prototype,e=Object.prototype,u="undefined"!=typeof Symbol?Symbol.prototype:null,o=t.push,i=t.slice,a=e.toString,f=e.hasOwnProperty,c="undefined"!=typeof ArrayBuffer,l="undefined"!=typeof DataView,s=Array.isArray,p=Object.keys,v=Object.create,h=c&&ArrayBuffer.isView,y=isNaN,d=isFinite,g=!{toString:null}.propertyIsEnumerable("toString"),b=["valueOf","isPrototypeOf","toString","propertyIsEnumerable","hasOwnProperty","toLocaleString"],m=Math.pow(2,53)-1;function j(n,r){return r=null==r?n.length-1:+r,function(){for(var t=Math.max(arguments.length-r,0),e=Array(t),u=0;u<t;u++)e[u]=arguments[u+r];switch(r){case 0:return n.call(this,e);case 1:return n.call(this,arguments[0],e);case 2:return n.call(this,arguments[0],arguments[1],e)}var o=Array(r+1);for(u=0;u<r;u++)o[u]=arguments[u];return o[r]=e,n.apply(this,o)}}function _(n){var r=typeof 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 <li class="toctree-l1"><a class="reference internal" href="Ohmpi.html">OhmPi project</a></li>
 <li class="toctree-l1"><a class="reference internal" href="V1_01.html">OhmPi V 1.01 (limited to 32 electrodes)</a></li>
@@ -41,29 +89,69 @@
 <li class="toctree-l1"><a class="reference internal" href="V2_00.html">OhmPi V 2.00 (64 electrodes and 12V)</a></li>
 </ul>
 
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-    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
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 <h1 id="index">Index</h1>
 
@@ -73,30 +161,46 @@
 
 
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   <hr/>
 
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-    <p>&#169; Copyright 2022, INRAE, Team Ohmpi.</p>
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 <li class="toctree-l1"><a class="reference internal" href="Ohmpi.html">OhmPi project</a></li>
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   <div class="section" id="ohmpi-open-source-and-open-hardware-resitivity-meter">
-<h1>OHMPI: Open source and open hardware resitivity-meter<a class="headerlink" href="#ohmpi-open-source-and-open-hardware-resitivity-meter" title="Permalink to this headline"></a></h1>
+<h1>OHMPI: Open source and open hardware resitivity-meter<a class="headerlink" href="#ohmpi-open-source-and-open-hardware-resitivity-meter" title="Permalink to this headline">¶</a></h1>
 <div class="sidebar">
 <p class="sidebar-title">Summary</p>
 <dl class="field-list simple">
@@ -75,7 +164,7 @@
 <dd class="field-odd"><p>open hardware resistivity-meter</p>
 </dd>
 <dt class="field-even">Date</dt>
-<dd class="field-even"><p>Feb 09, 2022</p>
+<dd class="field-even"><p>Feb 14, 2022</p>
 </dd>
 <dt class="field-odd">Date start</dt>
 <dd class="field-odd"><p>July 2016</p>
@@ -92,7 +181,7 @@
 </dl>
 </div>
 <div class="topic">
-<p class="topic-title first">OhmPi Document Center</p>
+<p class="topic-title">OhmPi Document Center</p>
 <ul class="simple">
 <li><p>OhmPi offcial documents</p></li>
 <li><p>Release guidelines</p></li>
@@ -144,32 +233,49 @@
 
 
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project","<strong>STEP n\u00b01</strong> : Raspberry Pi  configuration","<strong>STEP n\u00b02</strong>: Measurement board","<strong>STEP n\u00b03:</strong> MUX board","OhmPi V 1.01 (limited to 32 electrodes)","OhmPi V 1.02 (limited to 32 electrodes)","OhmPi V 2.00 (64 electrodes and 12V)","OHMPI: Open source and open hardware 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