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4951622f9f4ae8518bb995e4f0a0ce05
mooc-rr
Commits
e8d4c9bf
Commit
e8d4c9bf
authored
Oct 19, 2025
by
4951622f9f4ae8518bb995e4f0a0ce05
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Ajout des graphiques (plot + histogramme)
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ebd197be
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exercice.ipynb
module2/exo2/exercice.ipynb
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module2/exo2/exercice.ipynb
View file @
e8d4c9bf
...
@@ -48,6 +48,61 @@
...
@@ -48,6 +48,61 @@
"de la série de données fournie, à l'aide de la bibliothèque *NumPy*.\n"
"de la série de données fournie, à l'aide de la bibliothèque *NumPy*.\n"
]
]
},
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"%matplotlib inline\n",
"\n",
"plt.plot(data)\n",
"plt.title(\"Affichage de la séquence des données\")\n",
"plt.xlabel(\"Index\")\n",
"plt.ylabel(\"Valeur\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.hist(data, bins=10, color='blue', edgecolor='black')\n",
"plt.title(\"Histogramme des données\")\n",
"plt.xlabel(\"Valeurs\")\n",
"plt.ylabel(\"Fréquence\")\n",
"plt.show()"
]
},
{
{
"cell_type": "code",
"cell_type": "code",
"execution_count": null,
"execution_count": null,
...
...
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