From 8e883ffd098b3bd9426d712819da99d2f7f68aa1 Mon Sep 17 00:00:00 2001
From: Anh HM Vo <maianhv.work@gmail.com>
Date: Sun, 23 Aug 2026 22:00:26 +0200
Subject: [PATCH] Remove unnecessary files / lines of code

---
 examples/model_1_perturbation.png             |  Bin 59191 -> 0 bytes
 examples/model_2_perturbation_A.png           |  Bin 42925 -> 0 bytes
 examples/model_6_calcium_oscillations_R.ipynb | 2051 +----------------
 3 files changed, 4 insertions(+), 2047 deletions(-)
 delete mode 100644 examples/model_1_perturbation.png
 delete mode 100644 examples/model_2_perturbation_A.png

diff --git a/examples/model_1_perturbation.png b/examples/model_1_perturbation.png
deleted file mode 100644
index 4db29821b85565a7ab6fdb131d899f20953d94e2..0000000000000000000000000000000000000000
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diff --git a/examples/model_6_calcium_oscillations_R.ipynb b/examples/model_6_calcium_oscillations_R.ipynb
index aad6932..f700166 100644
--- a/examples/model_6_calcium_oscillations_R.ipynb
+++ b/examples/model_6_calcium_oscillations_R.ipynb
@@ -296,7 +296,7 @@
    "id": "b927c538",
    "metadata": {},
    "source": [
-    "### **2.1. Reduced Calcium Oscillations Model**"
+    "### **2.1. Calcium Oscillations Model**"
    ]
   },
   {
@@ -1006,2059 +1006,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": null,
    "id": "ec8b3250",
    "metadata": {
     "vscode": {
      "languageId": "r"
     }
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<dl>\n",
-       "\t<dt>$loop_rep</dt>\n",
-       "\t\t<dd><ol>\n",
-       "\t<li><table class=\"dataframe\">\n",
-       "<caption>A data.frame: 3 × 3</caption>\n",
-       "<thead>\n",
-       "\t<tr><th scope=col>loop</th><th scope=col>length</th><th scope=col>sign</th></tr>\n",
-       "\t<tr><th scope=col>&lt;I&lt;list&gt;&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th></tr>\n",
-       "</thead>\n",
-       "<tbody>\n",
-       "\t<tr><td>   1, 1</td><td>1</td><td>-1</td></tr>\n",
-       "\t<tr><td>   2, 2</td><td>1</td><td>-1</td></tr>\n",
-       "\t<tr><td>1, 2, 1</td><td>2</td><td> 1</td></tr>\n",
-       "</tbody>\n",
-       "</table>\n",
-       "</li>\n",
-       "\t<li><table class=\"dataframe\">\n",
-       "<caption>A data.frame: 3 × 3</caption>\n",
-       "<thead>\n",
-       "\t<tr><th scope=col>loop</th><th scope=col>length</th><th scope=col>sign</th></tr>\n",
-       "\t<tr><th scope=col>&lt;I&lt;list&gt;&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th></tr>\n",
-       "</thead>\n",
-       "<tbody>\n",
-       "\t<tr><td>   1, 1</td><td>1</td><td>-1</td></tr>\n",
-       "\t<tr><td>   2, 2</td><td>1</td><td>-1</td></tr>\n",
-       "\t<tr><td>1, 2, 1</td><td>2</td><td>-1</td></tr>\n",
-       "</tbody>\n",
-       "</table>\n",
-       "</li>\n",
-       "\t<li><table class=\"dataframe\">\n",
-       "<caption>A data.frame: 3 × 3</caption>\n",
-       "<thead>\n",
-       "\t<tr><th scope=col>loop</th><th scope=col>length</th><th scope=col>sign</th></tr>\n",
-       "\t<tr><th scope=col>&lt;I&lt;list&gt;&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th></tr>\n",
-       "</thead>\n",
-       "<tbody>\n",
-       "\t<tr><td>   1, 1</td><td>1</td><td> 1</td></tr>\n",
-       "\t<tr><td>   2, 2</td><td>1</td><td>-1</td></tr>\n",
-       "\t<tr><td>1, 2, 1</td><td>2</td><td>-1</td></tr>\n",
-       "</tbody>\n",
-       "</table>\n",
-       "</li>\n",
-       "</ol>\n",
-       "</dd>\n",
-       "\t<dt>$loop_rep_index</dt>\n",
-       "\t\t<dd><style>\n",
-       ".list-inline {list-style: none; margin:0; padding: 0}\n",
-       ".list-inline>li {display: inline-block}\n",
-       ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
-       "</style>\n",
-       "<ol class=list-inline><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>⋯</li><li>3</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li></ol>\n",
-       "</dd>\n",
-       "\t<dt>$jac_rep</dt>\n",
-       "\t\t<dd><ol>\n",
-       "\t<li><table class=\"dataframe\">\n",
-       "<caption>A matrix: 2 × 2 of type dbl</caption>\n",
-       "<tbody>\n",
-       "\t<tr><td>-1</td><td> 1</td></tr>\n",
-       "\t<tr><td> 1</td><td>-1</td></tr>\n",
-       "</tbody>\n",
-       "</table>\n",
-       "</li>\n",
-       "\t<li><table class=\"dataframe\">\n",
-       "<caption>A matrix: 2 × 2 of type dbl</caption>\n",
-       "<tbody>\n",
-       "\t<tr><td>-1</td><td> 1</td></tr>\n",
-       "\t<tr><td>-1</td><td>-1</td></tr>\n",
-       "</tbody>\n",
-       "</table>\n",
-       "</li>\n",
-       "\t<li><table class=\"dataframe\">\n",
-       "<caption>A matrix: 2 × 2 of type dbl</caption>\n",
-       "<tbody>\n",
-       "\t<tr><td> 1</td><td> 1</td></tr>\n",
-       "\t<tr><td>-1</td><td>-1</td></tr>\n",
-       "</tbody>\n",
-       "</table>\n",
-       "</li>\n",
-       "</ol>\n",
-       "</dd>\n",
-       "\t<dt>$jac_rep_index</dt>\n",
-       "\t\t<dd><style>\n",
-       ".list-inline {list-style: none; margin:0; padding: 0}\n",
-       ".list-inline>li {display: inline-block}\n",
-       ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
-       "</style>\n",
-       "<ol class=list-inline><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>⋯</li><li>3</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>2</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li><li>1</li></ol>\n",
-       "</dd>\n",
-       "</dl>\n"
-      ],
-      "text/latex": [
-       "\\begin{description}\n",
-       "\\item[\\$loop\\_rep] \\begin{enumerate}\n",
-       "\\item A data.frame: 3 × 3\n",
-       "\\begin{tabular}{lll}\n",
-       " loop & length & sign\\\\\n",
-       " <I<list>> & <dbl> & <dbl>\\\\\n",
-       "\\hline\n",
-       "\t    1, 1 & 1 & -1\\\\\n",
-       "\t    2, 2 & 1 & -1\\\\\n",
-       "\t 1, 2, 1 & 2 &  1\\\\\n",
-       "\\end{tabular}\n",
-       "\n",
-       "\\item A data.frame: 3 × 3\n",
-       "\\begin{tabular}{lll}\n",
-       " loop & length & sign\\\\\n",
-       " <I<list>> & <dbl> & <dbl>\\\\\n",
-       "\\hline\n",
-       "\t    1, 1 & 1 & -1\\\\\n",
-       "\t    2, 2 & 1 & -1\\\\\n",
-       "\t 1, 2, 1 & 2 & -1\\\\\n",
-       "\\end{tabular}\n",
-       "\n",
-       "\\item A data.frame: 3 × 3\n",
-       "\\begin{tabular}{lll}\n",
-       " loop & length & sign\\\\\n",
-       " <I<list>> & <dbl> & <dbl>\\\\\n",
-       "\\hline\n",
-       "\t    1, 1 & 1 &  1\\\\\n",
-       "\t    2, 2 & 1 & -1\\\\\n",
-       "\t 1, 2, 1 & 2 & -1\\\\\n",
-       "\\end{tabular}\n",
-       "\n",
-       "\\end{enumerate}\n",
-       "\n",
-       "\\item[\\$loop\\_rep\\_index] \\begin{enumerate*}\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
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-       "\\item ⋯\n",
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-       "\\item 1\n",
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-       "\\item 1\n",
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-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
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-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\end{enumerate*}\n",
-       "\n",
-       "\\item[\\$jac\\_rep] \\begin{enumerate}\n",
-       "\\item A matrix: 2 × 2 of type dbl\n",
-       "\\begin{tabular}{ll}\n",
-       "\t -1 &  1\\\\\n",
-       "\t  1 & -1\\\\\n",
-       "\\end{tabular}\n",
-       "\n",
-       "\\item A matrix: 2 × 2 of type dbl\n",
-       "\\begin{tabular}{ll}\n",
-       "\t -1 &  1\\\\\n",
-       "\t -1 & -1\\\\\n",
-       "\\end{tabular}\n",
-       "\n",
-       "\\item A matrix: 2 × 2 of type dbl\n",
-       "\\begin{tabular}{ll}\n",
-       "\t  1 &  1\\\\\n",
-       "\t -1 & -1\\\\\n",
-       "\\end{tabular}\n",
-       "\n",
-       "\\end{enumerate}\n",
-       "\n",
-       "\\item[\\$jac\\_rep\\_index] \\begin{enumerate*}\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
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-       "\\item ⋯\n",
-       "\\item 3\n",
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-       "\\item 1\n",
-       "\\item 1\n",
-       "\\item 1\n",
-       "\\end{enumerate*}\n",
-       "\n",
-       "\\end{description}\n"
-      ],
-      "text/markdown": [
-       "$loop_rep\n",
-       ":   1. \n",
-       "A data.frame: 3 × 3\n",
-       "\n",
-       "| loop &lt;I&lt;list&gt;&gt; | length &lt;dbl&gt; | sign &lt;dbl&gt; |\n",
-       "|---|---|---|\n",
-       "|    1, 1 | 1 | -1 |\n",
-       "|    2, 2 | 1 | -1 |\n",
-       "| 1, 2, 1 | 2 |  1 |\n",
-       "\n",
-       "\n",
-       "2. \n",
-       "A data.frame: 3 × 3\n",
-       "\n",
-       "| loop &lt;I&lt;list&gt;&gt; | length &lt;dbl&gt; | sign &lt;dbl&gt; |\n",
-       "|---|---|---|\n",
-       "|    1, 1 | 1 | -1 |\n",
-       "|    2, 2 | 1 | -1 |\n",
-       "| 1, 2, 1 | 2 | -1 |\n",
-       "\n",
-       "\n",
-       "3. \n",
-       "A data.frame: 3 × 3\n",
-       "\n",
-       "| loop &lt;I&lt;list&gt;&gt; | length &lt;dbl&gt; | sign &lt;dbl&gt; |\n",
-       "|---|---|---|\n",
-       "|    1, 1 | 1 |  1 |\n",
-       "|    2, 2 | 1 | -1 |\n",
-       "| 1, 2, 1 | 2 | -1 |\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "$loop_rep_index\n",
-       ":   1. 1\n",
-       "2. 1\n",
-       "3. 1\n",
-       "4. 1\n",
-       "5. 1\n",
-       "6. 1\n",
-       "7. 1\n",
-       "8. 1\n",
-       "9. 1\n",
-       "10. 1\n",
-       "11. 1\n",
-       "12. 1\n",
-       "13. 1\n",
-       "14. 1\n",
-       "15. 1\n",
-       "16. 1\n",
-       "17. 1\n",
-       "18. 1\n",
-       "19. 1\n",
-       "20. 1\n",
-       "21. 1\n",
-       "22. 1\n",
-       "23. 1\n",
-       "24. 1\n",
-       "25. 1\n",
-       "26. 1\n",
-       "27. 1\n",
-       "28. 1\n",
-       "29. 1\n",
-       "30. 1\n",
-       "31. 1\n",
-       "32. 1\n",
-       "33. 1\n",
-       "34. 1\n",
-       "35. 1\n",
-       "36. 1\n",
-       "37. 1\n",
-       "38. 1\n",
-       "39. 1\n",
-       "40. 1\n",
-       "41. 1\n",
-       "42. 1\n",
-       "43. 1\n",
-       "44. 1\n",
-       "45. 1\n",
-       "46. 1\n",
-       "47. 1\n",
-       "48. 1\n",
-       "49. 1\n",
-       "50. 1\n",
-       "51. 1\n",
-       "52. 1\n",
-       "53. 1\n",
-       "54. 1\n",
-       "55. 1\n",
-       "56. 1\n",
-       "57. 1\n",
-       "58. 1\n",
-       "59. 1\n",
-       "60. 1\n",
-       "61. 1\n",
-       "62. 1\n",
-       "63. 1\n",
-       "64. 1\n",
-       "65. 1\n",
-       "66. 1\n",
-       "67. 1\n",
-       "68. 1\n",
-       "69. 1\n",
-       "70. 1\n",
-       "71. 1\n",
-       "72. 1\n",
-       "73. 1\n",
-       "74. 1\n",
-       "75. 1\n",
-       "76. 1\n",
-       "77. 1\n",
-       "78. 1\n",
-       "79. 1\n",
-       "80. 1\n",
-       "81. 1\n",
-       "82. 1\n",
-       "83. 1\n",
-       "84. 1\n",
-       "85. 1\n",
-       "86. 1\n",
-       "87. 1\n",
-       "88. 1\n",
-       "89. 1\n",
-       "90. 1\n",
-       "91. 1\n",
-       "92. 1\n",
-       "93. 1\n",
-       "94. 1\n",
-       "95. 1\n",
-       "96. 1\n",
-       "97. 1\n",
-       "98. 1\n",
-       "99. 1\n",
-       "100. 1\n",
-       "101. 1\n",
-       "102. 1\n",
-       "103. 1\n",
-       "104. 1\n",
-       "105. 1\n",
-       "106. 1\n",
-       "107. 1\n",
-       "108. 1\n",
-       "109. 1\n",
-       "110. 1\n",
-       "111. 1\n",
-       "112. 1\n",
-       "113. 1\n",
-       "114. 1\n",
-       "115. 1\n",
-       "116. 1\n",
-       "117. 1\n",
-       "118. 1\n",
-       "119. 1\n",
-       "120. 1\n",
-       "121. 1\n",
-       "122. 1\n",
-       "123. 1\n",
-       "124. 1\n",
-       "125. 1\n",
-       "126. 1\n",
-       "127. 1\n",
-       "128. 1\n",
-       "129. 1\n",
-       "130. 1\n",
-       "131. 1\n",
-       "132. 1\n",
-       "133. 1\n",
-       "134. 1\n",
-       "135. 1\n",
-       "136. 1\n",
-       "137. 1\n",
-       "138. 1\n",
-       "139. 1\n",
-       "140. 1\n",
-       "141. 1\n",
-       "142. 1\n",
-       "143. 1\n",
-       "144. 1\n",
-       "145. 1\n",
-       "146. 1\n",
-       "147. 1\n",
-       "148. 1\n",
-       "149. 1\n",
-       "150. 1\n",
-       "151. 1\n",
-       "152. 1\n",
-       "153. 1\n",
-       "154. 1\n",
-       "155. 1\n",
-       "156. 1\n",
-       "157. 1\n",
-       "158. 1\n",
-       "159. 1\n",
-       "160. 1\n",
-       "161. 1\n",
-       "162. 1\n",
-       "163. 1\n",
-       "164. 1\n",
-       "165. 1\n",
-       "166. 1\n",
-       "167. 1\n",
-       "168. 1\n",
-       "169. 1\n",
-       "170. 1\n",
-       "171. 1\n",
-       "172. 1\n",
-       "173. 1\n",
-       "174. 1\n",
-       "175. 1\n",
-       "176. 1\n",
-       "177. 1\n",
-       "178. 1\n",
-       "179. 1\n",
-       "180. 1\n",
-       "181. 1\n",
-       "182. 1\n",
-       "183. 1\n",
-       "184. 1\n",
-       "185. 1\n",
-       "186. 1\n",
-       "187. 1\n",
-       "188. 1\n",
-       "189. 1\n",
-       "190. 1\n",
-       "191. 1\n",
-       "192. 1\n",
-       "193. 1\n",
-       "194. 1\n",
-       "195. 1\n",
-       "196. 1\n",
-       "197. 1\n",
-       "198. 1\n",
-       "199. 1\n",
-       "200. 1\n",
-       "201. ⋯\n",
-       "202. 3\n",
-       "203. 2\n",
-       "204. 2\n",
-       "205. 2\n",
-       "206. 2\n",
-       "207. 2\n",
-       "208. 2\n",
-       "209. 2\n",
-       "210. 2\n",
-       "211. 2\n",
-       "212. 2\n",
-       "213. 2\n",
-       "214. 2\n",
-       "215. 1\n",
-       "216. 1\n",
-       "217. 1\n",
-       "218. 1\n",
-       "219. 1\n",
-       "220. 1\n",
-       "221. 1\n",
-       "222. 1\n",
-       "223. 1\n",
-       "224. 1\n",
-       "225. 1\n",
-       "226. 1\n",
-       "227. 1\n",
-       "228. 1\n",
-       "229. 1\n",
-       "230. 1\n",
-       "231. 1\n",
-       "232. 1\n",
-       "233. 1\n",
-       "234. 1\n",
-       "235. 1\n",
-       "236. 1\n",
-       "237. 1\n",
-       "238. 1\n",
-       "239. 1\n",
-       "240. 1\n",
-       "241. 1\n",
-       "242. 1\n",
-       "243. 1\n",
-       "244. 1\n",
-       "245. 1\n",
-       "246. 1\n",
-       "247. 1\n",
-       "248. 1\n",
-       "249. 1\n",
-       "250. 1\n",
-       "251. 1\n",
-       "252. 1\n",
-       "253. 1\n",
-       "254. 1\n",
-       "255. 1\n",
-       "256. 1\n",
-       "257. 1\n",
-       "258. 1\n",
-       "259. 1\n",
-       "260. 1\n",
-       "261. 1\n",
-       "262. 1\n",
-       "263. 1\n",
-       "264. 1\n",
-       "265. 1\n",
-       "266. 1\n",
-       "267. 1\n",
-       "268. 1\n",
-       "269. 1\n",
-       "270. 1\n",
-       "271. 1\n",
-       "272. 1\n",
-       "273. 1\n",
-       "274. 1\n",
-       "275. 1\n",
-       "276. 1\n",
-       "277. 1\n",
-       "278. 1\n",
-       "279. 1\n",
-       "280. 1\n",
-       "281. 1\n",
-       "282. 1\n",
-       "283. 1\n",
-       "284. 1\n",
-       "285. 1\n",
-       "286. 1\n",
-       "287. 1\n",
-       "288. 1\n",
-       "289. 1\n",
-       "290. 1\n",
-       "291. 1\n",
-       "292. 1\n",
-       "293. 1\n",
-       "294. 1\n",
-       "295. 1\n",
-       "296. 1\n",
-       "297. 1\n",
-       "298. 1\n",
-       "299. 1\n",
-       "300. 1\n",
-       "301. 1\n",
-       "302. 1\n",
-       "303. 1\n",
-       "304. 1\n",
-       "305. 1\n",
-       "306. 1\n",
-       "307. 1\n",
-       "308. 1\n",
-       "309. 1\n",
-       "310. 1\n",
-       "311. 1\n",
-       "312. 1\n",
-       "313. 1\n",
-       "314. 1\n",
-       "315. 1\n",
-       "316. 1\n",
-       "317. 1\n",
-       "318. 1\n",
-       "319. 1\n",
-       "320. 1\n",
-       "321. 1\n",
-       "322. 1\n",
-       "323. 1\n",
-       "324. 1\n",
-       "325. 1\n",
-       "326. 1\n",
-       "327. 1\n",
-       "328. 1\n",
-       "329. 1\n",
-       "330. 1\n",
-       "331. 1\n",
-       "332. 1\n",
-       "333. 1\n",
-       "334. 1\n",
-       "335. 1\n",
-       "336. 1\n",
-       "337. 1\n",
-       "338. 1\n",
-       "339. 1\n",
-       "340. 1\n",
-       "341. 1\n",
-       "342. 1\n",
-       "343. 1\n",
-       "344. 1\n",
-       "345. 1\n",
-       "346. 1\n",
-       "347. 1\n",
-       "348. 1\n",
-       "349. 1\n",
-       "350. 1\n",
-       "351. 1\n",
-       "352. 1\n",
-       "353. 1\n",
-       "354. 1\n",
-       "355. 1\n",
-       "356. 1\n",
-       "357. 1\n",
-       "358. 1\n",
-       "359. 1\n",
-       "360. 1\n",
-       "361. 1\n",
-       "362. 1\n",
-       "363. 1\n",
-       "364. 1\n",
-       "365. 1\n",
-       "366. 1\n",
-       "367. 1\n",
-       "368. 1\n",
-       "369. 1\n",
-       "370. 1\n",
-       "371. 1\n",
-       "372. 1\n",
-       "373. 1\n",
-       "374. 1\n",
-       "375. 1\n",
-       "376. 1\n",
-       "377. 1\n",
-       "378. 1\n",
-       "379. 1\n",
-       "380. 1\n",
-       "381. 1\n",
-       "382. 1\n",
-       "383. 1\n",
-       "384. 1\n",
-       "385. 1\n",
-       "386. 1\n",
-       "387. 1\n",
-       "388. 1\n",
-       "389. 1\n",
-       "390. 1\n",
-       "391. 1\n",
-       "392. 1\n",
-       "393. 1\n",
-       "394. 1\n",
-       "395. 1\n",
-       "396. 1\n",
-       "397. 1\n",
-       "398. 1\n",
-       "399. 1\n",
-       "400. 1\n",
-       "401. 1\n",
-       "\n",
-       "\n",
-       "\n",
-       "$jac_rep\n",
-       ":   1. \n",
-       "A matrix: 2 × 2 of type dbl\n",
-       "\n",
-       "| -1 |  1 |\n",
-       "|  1 | -1 |\n",
-       "\n",
-       "\n",
-       "2. \n",
-       "A matrix: 2 × 2 of type dbl\n",
-       "\n",
-       "| -1 |  1 |\n",
-       "| -1 | -1 |\n",
-       "\n",
-       "\n",
-       "3. \n",
-       "A matrix: 2 × 2 of type dbl\n",
-       "\n",
-       "|  1 |  1 |\n",
-       "| -1 | -1 |\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "$jac_rep_index\n",
-       ":   1. 1\n",
-       "2. 1\n",
-       "3. 1\n",
-       "4. 1\n",
-       "5. 1\n",
-       "6. 1\n",
-       "7. 1\n",
-       "8. 1\n",
-       "9. 1\n",
-       "10. 1\n",
-       "11. 1\n",
-       "12. 1\n",
-       "13. 1\n",
-       "14. 1\n",
-       "15. 1\n",
-       "16. 1\n",
-       "17. 1\n",
-       "18. 1\n",
-       "19. 1\n",
-       "20. 1\n",
-       "21. 1\n",
-       "22. 1\n",
-       "23. 1\n",
-       "24. 1\n",
-       "25. 1\n",
-       "26. 1\n",
-       "27. 1\n",
-       "28. 1\n",
-       "29. 1\n",
-       "30. 1\n",
-       "31. 1\n",
-       "32. 1\n",
-       "33. 1\n",
-       "34. 1\n",
-       "35. 1\n",
-       "36. 1\n",
-       "37. 1\n",
-       "38. 1\n",
-       "39. 1\n",
-       "40. 1\n",
-       "41. 1\n",
-       "42. 1\n",
-       "43. 1\n",
-       "44. 1\n",
-       "45. 1\n",
-       "46. 1\n",
-       "47. 1\n",
-       "48. 1\n",
-       "49. 1\n",
-       "50. 1\n",
-       "51. 1\n",
-       "52. 1\n",
-       "53. 1\n",
-       "54. 1\n",
-       "55. 1\n",
-       "56. 1\n",
-       "57. 1\n",
-       "58. 1\n",
-       "59. 1\n",
-       "60. 1\n",
-       "61. 1\n",
-       "62. 1\n",
-       "63. 1\n",
-       "64. 1\n",
-       "65. 1\n",
-       "66. 1\n",
-       "67. 1\n",
-       "68. 1\n",
-       "69. 1\n",
-       "70. 1\n",
-       "71. 1\n",
-       "72. 1\n",
-       "73. 1\n",
-       "74. 1\n",
-       "75. 1\n",
-       "76. 1\n",
-       "77. 1\n",
-       "78. 1\n",
-       "79. 1\n",
-       "80. 1\n",
-       "81. 1\n",
-       "82. 1\n",
-       "83. 1\n",
-       "84. 1\n",
-       "85. 1\n",
-       "86. 1\n",
-       "87. 1\n",
-       "88. 1\n",
-       "89. 1\n",
-       "90. 1\n",
-       "91. 1\n",
-       "92. 1\n",
-       "93. 1\n",
-       "94. 1\n",
-       "95. 1\n",
-       "96. 1\n",
-       "97. 1\n",
-       "98. 1\n",
-       "99. 1\n",
-       "100. 1\n",
-       "101. 1\n",
-       "102. 1\n",
-       "103. 1\n",
-       "104. 1\n",
-       "105. 1\n",
-       "106. 1\n",
-       "107. 1\n",
-       "108. 1\n",
-       "109. 1\n",
-       "110. 1\n",
-       "111. 1\n",
-       "112. 1\n",
-       "113. 1\n",
-       "114. 1\n",
-       "115. 1\n",
-       "116. 1\n",
-       "117. 1\n",
-       "118. 1\n",
-       "119. 1\n",
-       "120. 1\n",
-       "121. 1\n",
-       "122. 1\n",
-       "123. 1\n",
-       "124. 1\n",
-       "125. 1\n",
-       "126. 1\n",
-       "127. 1\n",
-       "128. 1\n",
-       "129. 1\n",
-       "130. 1\n",
-       "131. 1\n",
-       "132. 1\n",
-       "133. 1\n",
-       "134. 1\n",
-       "135. 1\n",
-       "136. 1\n",
-       "137. 1\n",
-       "138. 1\n",
-       "139. 1\n",
-       "140. 1\n",
-       "141. 1\n",
-       "142. 1\n",
-       "143. 1\n",
-       "144. 1\n",
-       "145. 1\n",
-       "146. 1\n",
-       "147. 1\n",
-       "148. 1\n",
-       "149. 1\n",
-       "150. 1\n",
-       "151. 1\n",
-       "152. 1\n",
-       "153. 1\n",
-       "154. 1\n",
-       "155. 1\n",
-       "156. 1\n",
-       "157. 1\n",
-       "158. 1\n",
-       "159. 1\n",
-       "160. 1\n",
-       "161. 1\n",
-       "162. 1\n",
-       "163. 1\n",
-       "164. 1\n",
-       "165. 1\n",
-       "166. 1\n",
-       "167. 1\n",
-       "168. 1\n",
-       "169. 1\n",
-       "170. 1\n",
-       "171. 1\n",
-       "172. 1\n",
-       "173. 1\n",
-       "174. 1\n",
-       "175. 1\n",
-       "176. 1\n",
-       "177. 1\n",
-       "178. 1\n",
-       "179. 1\n",
-       "180. 1\n",
-       "181. 1\n",
-       "182. 1\n",
-       "183. 1\n",
-       "184. 1\n",
-       "185. 1\n",
-       "186. 1\n",
-       "187. 1\n",
-       "188. 1\n",
-       "189. 1\n",
-       "190. 1\n",
-       "191. 1\n",
-       "192. 1\n",
-       "193. 1\n",
-       "194. 1\n",
-       "195. 1\n",
-       "196. 1\n",
-       "197. 1\n",
-       "198. 1\n",
-       "199. 1\n",
-       "200. 1\n",
-       "201. ⋯\n",
-       "202. 3\n",
-       "203. 2\n",
-       "204. 2\n",
-       "205. 2\n",
-       "206. 2\n",
-       "207. 2\n",
-       "208. 2\n",
-       "209. 2\n",
-       "210. 2\n",
-       "211. 2\n",
-       "212. 2\n",
-       "213. 2\n",
-       "214. 2\n",
-       "215. 1\n",
-       "216. 1\n",
-       "217. 1\n",
-       "218. 1\n",
-       "219. 1\n",
-       "220. 1\n",
-       "221. 1\n",
-       "222. 1\n",
-       "223. 1\n",
-       "224. 1\n",
-       "225. 1\n",
-       "226. 1\n",
-       "227. 1\n",
-       "228. 1\n",
-       "229. 1\n",
-       "230. 1\n",
-       "231. 1\n",
-       "232. 1\n",
-       "233. 1\n",
-       "234. 1\n",
-       "235. 1\n",
-       "236. 1\n",
-       "237. 1\n",
-       "238. 1\n",
-       "239. 1\n",
-       "240. 1\n",
-       "241. 1\n",
-       "242. 1\n",
-       "243. 1\n",
-       "244. 1\n",
-       "245. 1\n",
-       "246. 1\n",
-       "247. 1\n",
-       "248. 1\n",
-       "249. 1\n",
-       "250. 1\n",
-       "251. 1\n",
-       "252. 1\n",
-       "253. 1\n",
-       "254. 1\n",
-       "255. 1\n",
-       "256. 1\n",
-       "257. 1\n",
-       "258. 1\n",
-       "259. 1\n",
-       "260. 1\n",
-       "261. 1\n",
-       "262. 1\n",
-       "263. 1\n",
-       "264. 1\n",
-       "265. 1\n",
-       "266. 1\n",
-       "267. 1\n",
-       "268. 1\n",
-       "269. 1\n",
-       "270. 1\n",
-       "271. 1\n",
-       "272. 1\n",
-       "273. 1\n",
-       "274. 1\n",
-       "275. 1\n",
-       "276. 1\n",
-       "277. 1\n",
-       "278. 1\n",
-       "279. 1\n",
-       "280. 1\n",
-       "281. 1\n",
-       "282. 1\n",
-       "283. 1\n",
-       "284. 1\n",
-       "285. 1\n",
-       "286. 1\n",
-       "287. 1\n",
-       "288. 1\n",
-       "289. 1\n",
-       "290. 1\n",
-       "291. 1\n",
-       "292. 1\n",
-       "293. 1\n",
-       "294. 1\n",
-       "295. 1\n",
-       "296. 1\n",
-       "297. 1\n",
-       "298. 1\n",
-       "299. 1\n",
-       "300. 1\n",
-       "301. 1\n",
-       "302. 1\n",
-       "303. 1\n",
-       "304. 1\n",
-       "305. 1\n",
-       "306. 1\n",
-       "307. 1\n",
-       "308. 1\n",
-       "309. 1\n",
-       "310. 1\n",
-       "311. 1\n",
-       "312. 1\n",
-       "313. 1\n",
-       "314. 1\n",
-       "315. 1\n",
-       "316. 1\n",
-       "317. 1\n",
-       "318. 1\n",
-       "319. 1\n",
-       "320. 1\n",
-       "321. 1\n",
-       "322. 1\n",
-       "323. 1\n",
-       "324. 1\n",
-       "325. 1\n",
-       "326. 1\n",
-       "327. 1\n",
-       "328. 1\n",
-       "329. 1\n",
-       "330. 1\n",
-       "331. 1\n",
-       "332. 1\n",
-       "333. 1\n",
-       "334. 1\n",
-       "335. 1\n",
-       "336. 1\n",
-       "337. 1\n",
-       "338. 1\n",
-       "339. 1\n",
-       "340. 1\n",
-       "341. 1\n",
-       "342. 1\n",
-       "343. 1\n",
-       "344. 1\n",
-       "345. 1\n",
-       "346. 1\n",
-       "347. 1\n",
-       "348. 1\n",
-       "349. 1\n",
-       "350. 1\n",
-       "351. 1\n",
-       "352. 1\n",
-       "353. 1\n",
-       "354. 1\n",
-       "355. 1\n",
-       "356. 1\n",
-       "357. 1\n",
-       "358. 1\n",
-       "359. 1\n",
-       "360. 1\n",
-       "361. 1\n",
-       "362. 1\n",
-       "363. 1\n",
-       "364. 1\n",
-       "365. 1\n",
-       "366. 1\n",
-       "367. 1\n",
-       "368. 1\n",
-       "369. 1\n",
-       "370. 1\n",
-       "371. 1\n",
-       "372. 1\n",
-       "373. 1\n",
-       "374. 1\n",
-       "375. 1\n",
-       "376. 1\n",
-       "377. 1\n",
-       "378. 1\n",
-       "379. 1\n",
-       "380. 1\n",
-       "381. 1\n",
-       "382. 1\n",
-       "383. 1\n",
-       "384. 1\n",
-       "385. 1\n",
-       "386. 1\n",
-       "387. 1\n",
-       "388. 1\n",
-       "389. 1\n",
-       "390. 1\n",
-       "391. 1\n",
-       "392. 1\n",
-       "393. 1\n",
-       "394. 1\n",
-       "395. 1\n",
-       "396. 1\n",
-       "397. 1\n",
-       "398. 1\n",
-       "399. 1\n",
-       "400. 1\n",
-       "401. 1\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n",
-       "\n"
-      ],
-      "text/plain": [
-       "$loop_rep\n",
-       "$loop_rep[[1]]\n",
-       "     loop length sign\n",
-       "1    1, 1      1   -1\n",
-       "2    2, 2      1   -1\n",
-       "3 1, 2, 1      2    1\n",
-       "\n",
-       "$loop_rep[[2]]\n",
-       "     loop length sign\n",
-       "1    1, 1      1   -1\n",
-       "2    2, 2      1   -1\n",
-       "3 1, 2, 1      2   -1\n",
-       "\n",
-       "$loop_rep[[3]]\n",
-       "     loop length sign\n",
-       "1    1, 1      1    1\n",
-       "2    2, 2      1   -1\n",
-       "3 1, 2, 1      2   -1\n",
-       "\n",
-       "\n",
-       "$loop_rep_index\n",
-       "   [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "  [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "  [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2\n",
-       " [260] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [297] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [334] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [371] 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [408] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [445] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [482] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [519] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [556] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [593] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [630] 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [667] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [704] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1\n",
-       " [741] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [778] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [815] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [852] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [889] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [926] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [963] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1000] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1037] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1074] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1111] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1148] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1185] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1222] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1259] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2\n",
-       "[1296] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1333] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1370] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1407] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1444] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1481] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1518] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1555] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1592] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1629] 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1666] 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1703] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1740] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1777] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1814] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1851] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1888] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1925] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1962] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1999] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2036] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2073] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2110] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2147] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2184] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2221] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2258] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2295] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2\n",
-       "[2332] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2369] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2406] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2443] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2480] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2517] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2554] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2591] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2628] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2665] 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2702] 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2739] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2776] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2\n",
-       "[2813] 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2850] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2887] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2924] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2961] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2998] 1 1 1 1\n",
-       "\n",
-       "$jac_rep\n",
-       "$jac_rep[[1]]\n",
-       "     [,1] [,2]\n",
-       "[1,]   -1    1\n",
-       "[2,]    1   -1\n",
-       "\n",
-       "$jac_rep[[2]]\n",
-       "     [,1] [,2]\n",
-       "[1,]   -1    1\n",
-       "[2,]   -1   -1\n",
-       "\n",
-       "$jac_rep[[3]]\n",
-       "     [,1] [,2]\n",
-       "[1,]    1    1\n",
-       "[2,]   -1   -1\n",
-       "\n",
-       "\n",
-       "$jac_rep_index\n",
-       "   [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "  [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "  [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2\n",
-       " [260] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [297] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [334] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [371] 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [408] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [445] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [482] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [519] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [556] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [593] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       " [630] 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [667] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       " [704] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1\n",
-       " [741] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [778] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [815] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [852] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [889] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [926] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       " [963] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1000] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1037] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1074] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1111] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1148] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1185] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1222] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1259] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2\n",
-       "[1296] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1333] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1370] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1407] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1444] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1481] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1518] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1555] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1592] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1629] 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1666] 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1703] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[1740] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[1777] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1814] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1851] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1888] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1925] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1962] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[1999] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2036] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2073] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2110] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2147] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2184] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2221] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2258] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2295] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2\n",
-       "[2332] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2369] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2406] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2443] 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2480] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2517] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2554] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2591] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2628] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2665] 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2\n",
-       "[2702] 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2739] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3\n",
-       "[2776] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 2 2 2 2 2 2 2 2 2 2\n",
-       "[2813] 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2850] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2887] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2924] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2961] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n",
-       "[2998] 1 1 1 1\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "res_tab_all"
+    "# res_tab_all"
    ]
   },
   {