FEAT: new demo projects and models (#52)

Author: philippestepniewski

demos/Makefile

@@ -25,3 +25,6 @@ batch-download:
 
 batch-list:
 	uv run mp batch list $(PROJECT_NAME)
+
+run-notebooks:
+	./run_notebooks.sh

demos/__init__.py

@@ -114,33 +114,16 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 23,
+      "execution_count": null,
       "id": "a1b2c3d4-0007",
       "metadata": {
         "ExecuteTime": {
           "end_time": "2026-03-16T19:11:40.142006Z",
           "start_time": "2026-03-16T19:11:40.034779Z"
         }
       },
-      "outputs": [
-        {
-          "name": "stdout",
-          "output_type": "stream",
-          "text": [
-            "MLflow tracking URI : http://model-platform.com/registry/test-ia-act/\n"
-          ]
-        }
-      ],
-      "source": [
-        "# Author: Octo Technology MLOps Tribe\n",
-        "# \u2699\ufe0f Adapter l'URI \u00e0 votre projet Model Platform\n",
-        "PROJECT_NAME = \"test-ia-act\"\n",
-        "MLFLOW_TRACKING_URI = f\"http://model-platform.com/registry/{PROJECT_NAME}/\"\n",
-        "\n",
-        "mlflow.set_tracking_uri(MLFLOW_TRACKING_URI)\n",
-        "mlflow.set_experiment(\"credit_default_prediction\")\n",
-        "print(f\"MLflow tracking URI : {MLFLOW_TRACKING_URI}\")"
-      ]
+      "outputs": [],
+      "source": "# Author: Octo Technology MLOps Tribe\n# \u2699\ufe0f Adapter l'URI \u00e0 votre projet Model Platform\nPROJECT_NAME = \"Credit-Risk-Assessment\"\nMLFLOW_TRACKING_URI = f\"http://model-platform.com/registry/{PROJECT_NAME}/\"\n\nmlflow.set_tracking_uri(MLFLOW_TRACKING_URI)\nmlflow.set_experiment(\"credit_default_prediction\")\nprint(f\"MLflow tracking URI : {MLFLOW_TRACKING_URI}\")"
     },
     {
       "cell_type": "markdown",