extend extrapolation

parent f3518c86
......@@ -4960,27 +4960,27 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Maintenant, on peut faire une extrapolation jusqu'à 2025 comme indiqué dans le sujet. Car il est déjà 2024, nous allons faire la extrapolation jusqu'à 2030."
"Maintenant, on peut faire une extrapolation jusqu'à 2025 comme indiqué dans le sujet. Le module scipy nous permet de faire un fit pour la courbe. Car il est déjà 2024, nous allons faire la extrapolation jusqu'à 2050."
]
},
{
"cell_type": "code",
"execution_count": 61,
"execution_count": 66,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x7f8b8eae3e48>]"
"[<matplotlib.lines.Line2D at 0x7f8b8e8c35f8>]"
]
},
"execution_count": 61,
"execution_count": 66,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
......@@ -5003,7 +5003,7 @@
"plt.ylabel(r\"$\\mu$ mol/mol de CO2 dans l'atmosphère\")\n",
"plt.title(\"La moyenne annuelle de la concentration de CO2\")\n",
"\n",
"year = np.arange(1974, 2031, 1)\n",
"year = np.arange(1974, 2051, 1)\n",
"plt.plot(year, exponential(year, param[0], param[1]))"
]
},
......
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