Updated with Experiments management

Author: fernbach

1_Monitoring_your_TensorFlow_scripts.ipynb

@@ -283,6 +283,47 @@
     "You can access TensorBoard locally at http://localhost:6006"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Analyze the experiments"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "search_expression = {\n",
+    "    \"Filters\":[\n",
+    "        {\n",
+    "            \"Name\": \"DisplayName\",\n",
+    "            \"Operator\": \"Equals\",\n",
+    "            \"Value\": \"Training\",\n",
+    "        }\n",
+    "    ],\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sagemaker.analytics import ExperimentAnalytics\n",
+    "trial_component_analytics = ExperimentAnalytics(\n",
+    "    sagemaker_session=sagemaker_session, \n",
+    "    experiment_name=cifar10_experiment.experiment_name,\n",
+    "    search_expression=search_expression\n",
+    ")\n",
+    "\n",
+    "table = trial_component_analytics.dataframe(force_refresh=True)\n",
+    "display(table)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},