fix ExplanationDashboard interpretability failure

microsoft · Jun 5, 2023 · 0599a0a · 0599a0a
1 parent 9911bfb
commit 0599a0a
Showing 1 changed file with 21 additions and 31 deletions.
diff --git a/notebooks/features/responsible_ai/Interpretability - Explanation Dashboard.ipynb b/notebooks/features/responsible_ai/Interpretability - Explanation Dashboard.ipynb
@@ -15,7 +15,27 @@
     "\n",
     "In this example, similar to the \"Interpretability - Tabular SHAP explainer\" notebook, we use Kernel SHAP to explain a tabular classification model built from the Adults Census dataset and then visualize the explanation in the ExplanationDashboard from https://github.com/microsoft/responsible-ai-widgets.\n",
     "\n",
-    "First we import the packages and define some UDFs we will need later."
+    "First we install required dependencies and import the packages and define some UDFs we will need later."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "When running Synapse Analytics, please follow instructions here [Package management - Azure Synapse Analytics | Microsoft Docs](https://docs.microsoft.com/en-us/azure/synapse-analytics/spark/apache-spark-azure-portal-add-libraries) to install [\"raiwidgets\"](https://pypi.org/project/raiwidgets/) and [\"interpret-community\"](https://pypi.org/project/interpret-community/) packages."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "!pip install --upgrade raiwidgets\n",
+    "!pip install itsdangerous==2.0.1\n",
+    "!pip install --upgrade interpret-community"
    ]
   },
   {
@@ -312,36 +332,6 @@
     "        converted_importance_values.append(converted_list)"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "When running Synapse Analytics, please follow instructions here [Package management - Azure Synapse Analytics | Microsoft Docs](https://docs.microsoft.com/en-us/azure/synapse-analytics/spark/apache-spark-azure-portal-add-libraries) to install [\"raiwidgets\"](https://pypi.org/project/raiwidgets/) and [\"interpret-community\"](https://pypi.org/project/interpret-community/) packages."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [],
-   "source": [
-    "!pip install --upgrade raiwidgets\n",
-    "!pip install itsdangerous==2.0.1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [],
-   "source": [
-    "!pip install --upgrade interpret-community"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,