diff --git a/TP5/TP5_ex2_sujet.ipynb b/TP5/TP5_ex2_sujet.ipynb
index 383d5354a70f0b3d92598d17a2fa2957dedaf184..57c83113b7addb85d845bdbb98c2d4ef71a599b9 100644
--- a/TP5/TP5_ex2_sujet.ipynb
+++ b/TP5/TP5_ex2_sujet.ipynb
@@ -79,7 +79,7 @@
     "        else:\n",
     "            plt.text(0.1,0.1,str(y_pred[n])+' / '+str(y_test[n]),fontsize=6,bbox=dict(facecolor='red', alpha=1))    \n",
     "    plt.suptitle('classe predite / classe réelle')\n",
-    "    plt.show();"
+    "    plt.show()"
    ]
   },
   {
@@ -146,7 +146,7 @@
     "plt.title('score de classification')\n",
     "plt.ylim(bottom=0.7,top=1.)\n",
     "plt.grid()\n",
-    "plt.show();\n",
+    "plt.show()\n",
     "\n",
     "# train loss plot\n",
     "# (pas de possibilité simple d'obtenir le test loss)\n",
@@ -157,7 +157,7 @@
     "plt.title('valeur du loss')\n",
     "plt.ylim(bottom=0.,top=0.8)\n",
     "plt.grid()\n",
-    "plt.show();\n",
+    "plt.show()\n",
     "\n",
     "# scores finaux:\n",
     "print('MLP train score: %.3f' %MLP.score(X_train,y_train)) \n",