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30e8d42d13b8715d7da81c16008b0a74
mooc-rr
Commits
cb7037c9
Commit
cb7037c9
authored
Sep 06, 2020
by
30e8d42d13b8715d7da81c16008b0a74
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update
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exercice.ipynb
module2/exo4/exercice.ipynb
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module2/exo4/exercice.ipynb
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cb7037c9
{
"cells": [],
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"x = [14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0]"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(array([ 4., 3., 5., 9., 16., 20., 22., 9., 8., 4.]),\n",
" array([ 2.8 , 4.86, 6.92, 8.98, 11.04, 13.1 , 15.16, 17.22, 19.28,\n",
" 21.34, 23.4 ]),\n",
" <a list of 10 Patch objects>)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"np.mean(x)\n",
"np.min(x)\n",
"np.max(x)\n",
"np.median(x)\n",
"np.sqrt(np.var(x, ddof=1))\n",
"plt.plot(x)\n",
"plt.hist(x)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
...
...
@@ -16,10 +85,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.
3
"
"version": "3.6.
4
"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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