Added link to the repsective paper in notebook description

Signed-off-by: Nikolas Theologitis <[email protected]>
Trusted-AI · Oct 21, 2024 · ae6baf8 · ae6baf8
1 parent 3f4c854
commit ae6baf8
Showing 1 changed file with 53 additions and 47 deletions.
diff --git a/examples/glance/Adult.ipynb b/examples/glance/Adult.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "## GLANCE: Global Actions In A Nutshell for Counterfactual Explainability\n",
     "\n",
-    "**GLANCE** is a versatile and adaptive framework for generating *global counterfactual explanations*. <br>\n",
+    "**GLANCE** is a versatile and adaptive framework, introduced in our [respective paper](https://arxiv.org/abs/2405.18921), for generating *global counterfactual explanations*. <br>\n",
     "These explanations are expressed as actions that offer recourse to large population subgroups.<br> The framework aims to provide explanations and insights, ensuring that the actions benefit as many individuals as possible.\n",
     "\n",
     "GLANCE consists of two algorithms: \n",
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-      "c:\\users\\nikolastheol\\documents\\github\\aix360\\aix360\\algorithms\\glance\\iterative_merges\\iterative_merges.py:1032: FutureWarning: iteritems is deprecated and will be removed in a future version. Use .items instead.\n",
-      "  for column_name, value in row['action'].to_frame().T.reset_index(drop=True).iteritems():\n"
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       "\u001b[1mTOTAL EFFECTIVENESS:\u001b[0m \u001b[32m100.00%\u001b[39m\n",
       "\u001b[1mTOTAL COST:\u001b[0m \u001b[35m5.81\u001b[39m\n"
      ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\users\\nikolastheol\\documents\\github\\aix360\\aix360\\algorithms\\glance\\iterative_merges\\iterative_merges.py:1032: FutureWarning: iteritems is deprecated and will be removed in a future version. Use .items instead.\n",
+      "  for column_name, value in row['action'].to_frame().T.reset_index(drop=True).iteritems():\n"
+     ]
     }
    ],
    "source": [
@@ -508,7 +514,7 @@
     {
      "data": {
       "text/plain": [
-       "<aix360.algorithms.glance.iterative_merges.iterative_merges.C_GLANCE at 0x1ff9ffd8be0>"
+       "<aix360.algorithms.glance.iterative_merges.iterative_merges.C_GLANCE at 0x1c4c57704f0>"
       ]
      },
      "execution_count": 7,
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     {