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e8cd81a9daec1342b91d86159a8e6219
mooc-rr
Commits
a5ef80b2
Commit
a5ef80b2
authored
Aug 31, 2022
by
e8cd81a9daec1342b91d86159a8e6219
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premiers essais matplotlib
parent
f6cfa156
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exercice.ipynb
module2/exo3/exercice.ipynb
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module2/exo3/exercice.ipynb
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a5ef80b2
{
{
"cells": [],
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"a = np.array([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": 10,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"x = np.arange(1,101)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(x, a, color =\"blue\")\n",
"plt.grid(linestyle=':')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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t6zAnvx/xBBcq7CUb70AXkR+ISF5E3rnquk4R+ZmITFUvV97eMhsDVws6zMmPK3Qd9pKNZoX+QwD7rrvuCIA3nHMPAHij+v2Sx9WCDnPy4wpdh71k4x3ozrlfAjh/3dWPA3ih+vULAD5b57oa0sTEROgSosCc/A5s4Apdg71kc6vH0Nc653IAUL1cU7+SGtfGjRtDlxAF5uT3+gxfvtJgL9nc9q4SkadFZERERnK5HGZnZ5HL5TAzM4O5uTmk02mUSiVMTk4iSZIrJ4WtHTsbGxtDkiSYnJxEqVRCOp3G3NwcZmZmULu/TCaDYrGIVCqFcrmM8fHxa+6jdjkxMYH5+XlMTU2hUCggm80in88jn88jm82iUChgamoK8/PzV1YGV99HNpvF+Pg4yuUyUqkUisUiMplM1I8JQN0fUzqdXtRjOrBhAcubHfZ2J1i/zGH36gQPfqjyb/fqynV7uxMsb3ZXVrq1Y9K1y4P9C2htctjXk2B1m8OeNQkG7nXYsjLBjlUJetsdHlmXoKPVYX/vAprgrpy4+cnqfRwaqFy/v3cBHa2V2/e2O+xYlWDLysr97VlTuf99PQlamxwO9r9/Pdc/pv/YH/4xxdB777333l3/fCqVStAS5/wfQRaRPgDDzrkt1e/fA/Bx51xORNYD+IVz7kHf/QwNDbmRkRF1cY2mUChgxYoVoctoeIvJqe/Iq3WupjGtX+aQuxj206KZ5z4T9Pdr8DlXISKjzrkh3+1udYV+FMBT1a+fAvDKLd5PVC5cuBC6hCgwJ7+e5dzLRYO9ZKN52+JPAPwTgAdFZFpE/hDAcwA+JSJTAD5V/X7Ja2trC11CFJiTX+E3oSuIA3vJptl3A+fc527wnz5Z51qIiGgR+FK7waVLl0KXEAXm5LeiNXQFcWAv2XCgG3R0dIQuIQrMyW/637l9rgZ7yYYD3eDcuXOhS4gCc/L7SAdfFNVgL9lwoBv09vaGLiEKzMnvrTxX6BrsJRvvi6L0WydPnsTWrVtDl3HbLfa94Ac2LODlM9yr5GYevS8JnlHI9/xr3wN/tzzn6oUrdAM2lk7oQRUDZqTD55wNB7oBt/LU4dawfsxIh885Gw50A27lqcOtYf2YkQ6fczYc6AZcLehw9enHjHT4nLPhQDfgakGHq08/ZqTD55wNB7pBbctNurnaFrJ0Y8xIh885Gw50g82bN4cuIQqvnGFb+TAjHT7nbNhVBqdOnQpdQhT2dvNTkD7MSIfPORt+sMigp6cndAlRGJ3lpyB97vaMtB9qWt3m8K+X0nX7vTGc1GMxuEI3mJ2dDV1CFAZXcPXpw4x0mJMNB7pBe3t76BKikC/d3atPDWakw5xsONANLl++HLqEKNzTzFWVDzPSYU42HOgGSZKELiEKLewqL2akw5xsGJfBsmXLQpcQhV/P889kH2akw5xsONANzp8/H7qEKPS1889kH2akw5xsONANuru7Q5cQhbfPc1Xlw4x0mJMNB7rB6dOnQ5cQhYfX8bUGH2akw5xsONANNm3aFLqEKLyWZVv5MCMd5mTDtAyOHz8euoQoPDHAVZUPM9JhTjYc6AY7d+4MXUIUXkxza1gfZqTDnGw40A242b7Okzx5gxcz0mFONhzoBtxsX+fHPHmDFzPSYU42HOgGY2NjoUuIwqEBrqp8mJEOc7LhQDfYvn176BKi8FKabeXDjHSYkw3TMkilUqFLiMJjvXxngg8z0mFONhzoBv39/aFLiMKbv2Jb+TAjHeZkw7QMzp49G7qEKHy0k/tv+DAjHeZkw4Fu0NnZGbqEKGSK3H/DhxnpMCcbDnSDixcvhi4hCqs+yFWVDzPSYU42HOgGTU2MS+MyX8fyYkY6zMmGE8qgpaUldAlRKJX5Z7IPM9JhTjYc6AbFYjF0CVFYcw//TPZhRjrMyYYD3aCrqyt0CVE4VeCqyocZ6TAnm0UNdBHJiMiEiBwXkZF6FdWopqenQ5cQhV1dXFX5MCMd5mTTXIf7+IRzbrYO99PwBgcHQ5cQhZ+f5arKhxnpMCcbHnIxOHHiROgSovD4Br41wYcZ6TAnm8UOdAfgdREZFZGn61FQI9u2bVvoEqLw09Pc8tSHGekwJ5vFDvSPOed2AvgDAF8UkUeuv4GIPC0iIyIyksvlMDs7i1wuh5mZGczNzSGdTqNUKmFychJJklzZorZ2MomxsTEkSYLJyUmUSiWk02nMzc1hZmYGtfvLZDIoFotIpVIol8sYHx+/5j5qlxMTE5ifn8fU1BQKhQKy2Szy+Tzy+Tyy2SwKhQKmpqYwPz+PiYmJ37mP0dFRjI+Po1wuI5VKoVgsIpPJ3LbHtPvZYXzhr45h4zPD+Op3jqLvyKv40+9de/mV549i89eG8flvH8OePx/GwW8ew6e/Ufl38JuV6z7/7WPY/LVhfOX597+Pr37nKDY+U/ldu58dxp41CQbuddiyMsGOVQl62x0eWZego9Vhf+8CmuCubGtaOwHBoYHK9ft7F/D5jWU8sq7ycztWJdiysnJ/e9YkWN3msK8nQWuTw8H+ys8eHrz28sCGBSxvdtjbnWD9MofdqxM8+KHKv92rK9ft7U6wvNnhwIb3v4+D/Qtobar8rtVtbtGPqaPV1fUxfXlzeck9ptvx/+kLm8p1fUy3e0YAuC0zQkucq8+LDiLyLICic+6/3+g2Q0NDbmRkyb92Wjd9R14NXQLRkpJ57jOhS7glIjLqnBvy3e6WV+gislxE7q19DeBRAO/c6v3FgKeg0znM04Z5MSMd5mSzmHe5rAXwsojU7udF59zf16WqBsVT0On8iKcN82JGOszJ5pZX6M65f3bObav+2+yc+3o9C2tEtWNmdHO146V0Y8xIhznZ8G2LBhs3bgxdQhRen2Fb+TAjHeZkw7QMstls6BKi8Htr+Ok+H2akw5xsONAN1q5dG7qEKLx7gZ/u82FGOszJhgPd4MKFC6FLiELPcq6qfJiRDnOyqcdeLndEyPdk19672tbWFqyGmBR+E7qCxseMdOqdUyPMkduJK3QioiWCA93g0qVLoUuIworW0BU0Pmakw5xsONANOjo6QpcQhel/5wtZPsxIhznZcKAbnDt3LnQJUfhIB1/I8mFGOszJhgPdoLe3N3QJUXgrz1WVDzPSYU42HOgGJ0+eDF1CFB69jycl8GFGOszJhgPdYOvWraFLiMLLZ7ihkg8z0mFONhzoBtw+V4dbnvoxIx3mZMOBbsDtc3W45akfM9JhTjbRfFI0pNqnyw4PLrDBFJiTHzPSYU42XKEbsLF0mJMfM9JhTjYc6Aa1k+XSzTEnP2akw5xsONANXjnDuDSYkx8z0mFONkzLYG83P7WmwZz8mJEOc7LhQDcYneWn1jSYkx8z0mFONhzoBoMruFrQYE5+zEiHOdlwoBvkS1wtaDAnP2akw5xsONAN7mnmakGDOfkxIx3mZMOBbtDCtFSYkx8z0mFONozL4Nfz/PNPgzn5MSMd5mTDgW7Q184//zSYkx8z0mFONhzoBm+f52pBgzn5MSMd5mTDgW7w8Dputq/BnPyYkQ5zsuFAN3gty7g0mJMfM9JhTjZMy+CJAa4WNJiTHzPSYU42HOgGL6a5lacGc/JjRjrMyYYD3eBJng5LhTn5MSMd5mTDgW7wY262r8Kc/JiRDnOy4UA3ODTA1YIGc/JjRjrMyYYD3eClNOPSYE5+zEiHOdkwLYPHevmKuwZz8mNGOszJhgPd4M1fMS4N5uTHjHSYkw3TMvhoJ/eV0GBOfsxIhznZLGqgi8g+EXlPRE6JyJF6FdWoMkXuK6HBnPyYkQ5zsrnlgS4iHwDwPwH8AYCHAHxORB6qV2GNaNUHuVrQYE5+zEiHOdksZoX+HwCccs79s3PuNwBeAvB4fcpqTJf5+owKc/JjRjrMyWYxA/0+AP9y1ffT1euWrFKZf/5pMCc/ZqTDnGyaF/Gz75f07/x9JCJPA3i6+m1RRN5bxO8M6gzQBWA2dB2Njjn5MSOdpZST/MWifnyD5kaLGejTAD581fc9AM5efyPn3F8D+OtF/J6GISIjzrmh0HU0Oubkx4x0mJPNYg65/D8AD4hIv4i0AngCwNH6lEVERFa3vEJ3zpVF5EsA/gHABwD8wDl3om6VERGRyWIOucA59xqA1+pUSwyWxKGjO4A5+TEjHeZkIM7xfZ5EREsBP/pPRLREcKAriEhGRCZE5LiIjISup1GIyA9EJC8i71x1XaeI/ExEpqqXK0PW2AhukNOzIjJT7anjIvJYyBobgYh8WET+UUTeFZETIvLH1evZU0oc6HqfcM5t51uorvFDAPuuu+4IgDeccw8AeKP6/d3uh/jdnADgL6s9tb36etTdrgzgT5xzHwHw+wC+WN1OhD2lxIFOt8w590sA56+7+nEAL1S/fgHAZ+9oUQ3oBjnRdZxzOefcWPXrfwPwLiqfPmdPKXGg6zgAr4vIaPWTr3Rja51zOaDyBAWwJnA9jexLIvJ29ZAMDyNcRUT6AOwA8BbYU2oc6Dofc87tRGVnyS+KyCOhC6LoPQ9gAMB2ADkA3wxbTuMQkXYAfwvgy865Quh6YsKBruCcO1u9zAN4GZWdJun9nROR9QBQvcwHrqchOefOOecWnHMJgO+CPQUAEJEWVIb53zjn/k/1avaUEge6h4gsF5F7a18DeBTAOzf/qbvaUQBPVb9+CsArAWtpWLUBVXUA7CmIiAD4PoB3nXPfuuo/saeU+MEiDxG5H5VVOVD5ZO2LzrmvByypYYjITwB8HJUd8c4B+M8A/g7A/wbQCyAL4KBz7q5+QfAGOX0clcMtDkAGwB/VjhPfrUTkYQD/F8AEgNpO6M+gchydPaXAgU5EtETwkAsR0RLBgU5EtERwoBMRLREc6ERESwQHOhHREsGBTkS0RHCgExEtERzoRERLxP8HP/wfUsr/BvIAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.hist(a)\n",
"plt.grid(linestyle=':')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"metadata": {
"kernelspec": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3",
...
@@ -16,10 +93,9 @@
...
@@ -16,10 +93,9 @@
"name": "python",
"name": "python",
"nbconvert_exporter": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"pygments_lexer": "ipython3",
"version": "3.6.
3
"
"version": "3.6.
4
"
}
}
},
},
"nbformat": 4,
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 2
}
}
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