From 3743708e11dd334fb912d5087033780947af71c0 Mon Sep 17 00:00:00 2001
From: 9ff7eb902e8f0358b234efe9f0500594
 <9ff7eb902e8f0358b234efe9f0500594@app-learninglab.inria.fr>
Date: Mon, 6 May 2024 14:49:12 +0000
Subject: [PATCH] test3

---
 module3/exo1/Test.ipynb |  10 ++-
 module3/exo1/test.svg   | 174 ++++++++++++++++++++--------------------
 2 files changed, 93 insertions(+), 91 deletions(-)

diff --git a/module3/exo1/Test.ipynb b/module3/exo1/Test.ipynb
index d6ebe47..9593551 100644
--- a/module3/exo1/Test.ipynb
+++ b/module3/exo1/Test.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,12 +21,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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       "text/plain": [
        "<Figure size 576x432 with 1 Axes>"
       ]
@@ -57,6 +57,8 @@
     "\n",
     "plt.ylim(0, 90)\n",
     "\n",
+    "plt.tight_layout()\n",
+    "\n",
     "plt.savefig('test.svg', format='svg')\n",
     "\n",
     "plt.show()"
diff --git a/module3/exo1/test.svg b/module3/exo1/test.svg
index 14b3054..a107f6d 100644
--- a/module3/exo1/test.svg
+++ b/module3/exo1/test.svg
@@ -19,66 +19,66 @@ z
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   <g id="axes_1">
    <g id="patch_2">
-    <path d="M 72 378 
-L 518.4 378 
-L 518.4 51.84 
-L 72 51.84 
+    <path d="M 45.05 390.2 
+L 561.7 390.2 
+L 561.7 14.8 
+L 45.05 14.8 
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-    <path clip-path="url(#p753c5f56ff)" d="M 92.290909 378 
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-L 117.654545 105.91008 
-L 92.290909 105.91008 
+    <path clip-path="url(#p376aa88f01)" d="M 68.534091 390.2 
+L 97.889205 390.2 
+L 97.889205 77.032978 
+L 68.534091 77.032978 
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-    <path clip-path="url(#p753c5f56ff)" d="M 155.7 378 
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-L 181.063636 123.7764 
-L 155.7 123.7764 
+    <path clip-path="url(#p376aa88f01)" d="M 141.921875 390.2 
+L 171.276989 390.2 
+L 171.276989 97.596556 
+L 141.921875 97.596556 
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    </g>
    <g id="patch_5">
-    <path clip-path="url(#p753c5f56ff)" d="M 219.109091 378 
-L 244.472727 378 
-L 244.472727 144.57816 
-L 219.109091 144.57816 
+    <path clip-path="url(#p376aa88f01)" d="M 215.309659 390.2 
+L 244.664773 390.2 
+L 244.664773 121.538733 
+L 215.309659 121.538733 
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-    <path clip-path="url(#p753c5f56ff)" d="M 282.518182 378 
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-L 307.881818 168.20664 
-L 282.518182 168.20664 
+    <path clip-path="url(#p376aa88f01)" d="M 288.697443 390.2 
+L 318.052557 390.2 
+L 318.052557 148.734378 
+L 288.697443 148.734378 
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-    <path clip-path="url(#p753c5f56ff)" d="M 345.927273 378 
-L 371.290909 378 
-L 371.290909 191.98008 
-L 345.927273 191.98008 
+    <path clip-path="url(#p376aa88f01)" d="M 362.085227 390.2 
+L 391.440341 390.2 
+L 391.440341 176.096867 
+L 362.085227 176.096867 
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-    <path clip-path="url(#p753c5f56ff)" d="M 409.336364 378 
-L 434.7 378 
-L 434.7 216.9132 
-L 409.336364 216.9132 
+    <path clip-path="url(#p376aa88f01)" d="M 435.473011 390.2 
+L 464.828125 390.2 
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+L 435.473011 204.794111 
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    <g id="patch_9">
-    <path clip-path="url(#p753c5f56ff)" d="M 472.745455 378 
-L 498.109091 378 
-L 498.109091 245.03544 
-L 472.745455 245.03544 
+    <path clip-path="url(#p376aa88f01)" d="M 508.860795 390.2 
+L 538.215909 390.2 
+L 538.215909 237.161933 
+L 508.860795 237.161933 
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    </g>
@@ -88,10 +88,10 @@ z
       <defs>
        <path d="M 0 0 
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-" id="m2b5114e858" style="stroke:#000000;stroke-width:0.8;"/>
+" id="m36141d9c2c" style="stroke:#000000;stroke-width:0.8;"/>
       </defs>
       <g>
-       <use style="stroke:#000000;stroke-width:0.8;" x="104.972727" xlink:href="#m2b5114e858" y="378"/>
+       <use style="stroke:#000000;stroke-width:0.8;" x="83.211648" xlink:href="#m36141d9c2c" y="390.2"/>
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      <g id="text_1">
@@ -149,7 +149,7 @@ Q 18.84375 56 30.609375 56
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       </defs>
-      <g transform="translate(95.457102 392.598437)scale(0.1 -0.1)">
+      <g transform="translate(73.696023 404.798437)scale(0.1 -0.1)">
        <use xlink:href="#DejaVuSans-34"/>
        <use x="63.623047" xlink:href="#DejaVuSans-4b"/>
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@@ -159,7 +159,7 @@ z
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       <g>
-       <use style="stroke:#000000;stroke-width:0.8;" x="168.381818" xlink:href="#m2b5114e858" y="378"/>
+       <use style="stroke:#000000;stroke-width:0.8;" x="156.599432" xlink:href="#m36141d9c2c" y="390.2"/>
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@@ -205,7 +205,7 @@ Q 18.3125 60.0625 18.3125 54.390625
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-      <g transform="translate(158.866193 392.598437)scale(0.1 -0.1)">
+      <g transform="translate(147.083807 404.798437)scale(0.1 -0.1)">
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@@ -215,7 +215,7 @@ z
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+       <use style="stroke:#000000;stroke-width:0.8;" x="229.987216" xlink:href="#m36141d9c2c" y="390.2"/>
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@@ -276,7 +276,7 @@ z
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+       <use style="stroke:#000000;stroke-width:0.8;" x="303.375" xlink:href="#m36141d9c2c" y="390.2"/>
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@@ -350,12 +350,12 @@ z
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