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375945655292a08b84fb1cae5889d6c6
mooc-rr
Commits
ed814f78
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ed814f78
authored
Sep 21, 2020
by
375945655292a08b84fb1cae5889d6c6
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exercice.ipynb
module2/exo2/exercice.ipynb
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module2/exo2/exercice.ipynb
View file @
ed814f78
...
...
@@ -117,6 +117,58 @@
"np.std(listOfValue, ddof=1)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"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",
"plt.plot(listOfValue)\n",
"plt.title(\"data\")\n",
"plt.grid(linestyle=':', linewidth=1)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"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",
"plt.hist(listOfValue)\n",
"plt.title(\"histogram\") \n",
"plt.grid(linestyle=':', linewidth=1)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
...
...
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