From 9366f319ecb22455c8831020b5a43b039ab22b4b Mon Sep 17 00:00:00 2001 From: 26c634550904aba62520384fc8aa7dec <26c634550904aba62520384fc8aa7dec@app-learninglab.inria.fr> Date: Fri, 24 Apr 2020 09:46:58 +0000 Subject: [PATCH] =?UTF-8?q?premi=C3=A8re=20partie=20:=20OK,=20je=20vais=20?= =?UTF-8?q?maintenant=20passer=20=C3=A0=20la=20deuxi=C3=A8me=20partie.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- module3/exo3/exercice.ipynb | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb index 83a712f..523a96c 100644 --- a/module3/exo3/exercice.ipynb +++ b/module3/exo3/exercice.ipynb @@ -647,22 +647,22 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 79, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -686,7 +686,7 @@ "ax1.plot(x,y_wages,color=\"red\",label=\"Wages\")\n", "ax1.fill_between(x,y_wheat,0,color=\"black\",step=\"mid\",alpha=0.5)\n", "ax1.fill_between(x,y_wages,0,color=\"blue\")\n", - "ax1.legend()\n" + "ax1.legend(loc='upper left')\n" ] }, { -- 2.18.1