From 192a43fa91f30991b65061970c2826e765334ccd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Gr=C3=A9goire=20Mureau?= <gregoire.mureau+pro@etik.com>
Date: Fri, 3 Oct 2025 15:01:01 +0200
Subject: [PATCH] notebook change

---
 notebooks/p07_02-notebook-modele-simple.ipynb | 90 +------------------
 1 file changed, 1 insertion(+), 89 deletions(-)

diff --git a/notebooks/p07_02-notebook-modele-simple.ipynb b/notebooks/p07_02-notebook-modele-simple.ipynb
index bb981bb..a79830d 100644
--- a/notebooks/p07_02-notebook-modele-simple.ipynb
+++ b/notebooks/p07_02-notebook-modele-simple.ipynb
@@ -3979,95 +3979,7 @@
     "id": "aGDo4_KJWxlR",
     "outputId": "0e69eea7-8493-4f2a-cd16-2154f4aee16f"
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Chargement du modèle depuis le run 7d52e808227f468da7f733265280fc02...\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "91504476b2b34a9eb462a30da59a2b19",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Downloading artifacts:   0%|          | 0/1 [00:00<?, ?it/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "9ecc775347df487bb63a5e1b2dcc68b7",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Downloading artifacts:   0%|          | 0/5 [00:00<?, ?it/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "WARNING:urllib3.connectionpool:Connection pool is full, discarding connection: minio-api.greg-madman-nas.duckdns.org. Connection pool size: 10\n",
-      "WARNING:urllib3.connectionpool:Connection pool is full, discarding connection: minio-api.greg-madman-nas.duckdns.org. Connection pool size: 10\n",
-      "WARNING:urllib3.connectionpool:Connection pool is full, discarding connection: minio-api.greg-madman-nas.duckdns.org. Connection pool size: 10\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Modèle chargé avec succès : RandomForestClassifier\n",
-      "Type de vectoriseur utilisé dans ce run : bow\n",
-      "Artefacts disponibles :\n",
-      "  - confusion_matrix.png\n",
-      "  - cv_results.csv\n",
-      "  - cv_results_max_depth.png\n",
-      "  - cv_results_min_samples_split.png\n",
-      "  - cv_results_n_estimators.png\n",
-      "  - roc_curve.png\n",
-      "  - vectorizer_BoW.pkl\n",
-      "Vectoriseur de type BoW/CountVectorizer trouvé : vectorizer_BoW.pkl\n"
-     ]
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "91b8f1667ff54011bd98fd748a0a91c6",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Downloading artifacts:   0%|          | 0/1 [00:00<?, ?it/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Vectoriseur téléchargé dans : /tmp/tmpgfjoxqet/vectorizer_BoW.pkl\n",
-      "Vectoriseur chargé avec succès : CountVectorizer\n",
-      "Modèle et vectoriseur sauvegardés avec succès dans content/simple-model/best\n",
-      "Chemins des fichiers :\n",
-      "  - Modèle : /content/drive/MyDrive/Colab_Notebooks/Project_7/notebooks/content/simple-model/best/RandomForestClassifier_model.pkl\n",
-      "  - Vectoriseur : /content/drive/MyDrive/Colab_Notebooks/Project_7/notebooks/content/simple-model/best/CountVectorizer_vectorizer.pkl\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Charger et sauvegarder le meilleur modèle et son vectoriseur\n",
     "best_model, vectorizer = load_and_save_best_model(run_id=best_model_row['Run ID'])"