From 0599a0a597ee92a90b1ffcedf75bbf206edcc832 Mon Sep 17 00:00:00 2001
From: Ilya Matiach <ilmat@microsoft.com>
Date: Tue, 30 May 2023 17:59:16 -0400
Subject: [PATCH] fix ExplanationDashboard interpretability failure

---
 ...rpretability - Explanation Dashboard.ipynb | 52 ++++++++-----------
 1 file changed, 21 insertions(+), 31 deletions(-)

diff --git a/notebooks/features/responsible_ai/Interpretability - Explanation Dashboard.ipynb b/notebooks/features/responsible_ai/Interpretability - Explanation Dashboard.ipynb
index 134564dc48..9aa75575ba 100644
--- 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,