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diff --git a/api/_sources/tutorials/kaggle/heart_failure_prediction.ipynb.txt b/api/_sources/tutorials/kaggle/heart_failure_prediction.ipynb.txt
@@ -1126,17 +1126,6 @@
     "fairness_plot.show()"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Performance over time\n",
-    "\n",
-    "We can monitor the change of performance metrics over time by leveraging historical reports. This involves using the `get_metrics_trends` function to gather prior metrics and merge them with recent results. We can specify which metrics and slices we wish to observe. Once the data is collected, we generate the plot using the `metrics_trends` method from the plotter, which can then be integrated into the report.\n",
-    "\n",
-    "Please note, for the purpose of this tutorial, we will create three dummy reports to demonstrate the process of plotting these metric trends."
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},

diff --git a/api/objects.inv b/api/objects.inv
diff --git a/api/searchindex.js b/api/searchindex.js
diff --git a/api/tutorials.html b/api/tutorials.html
@@ -193,10 +193,7 @@ <h1>Tutorials<a class="headerlink" href="#tutorials" title="Link to this heading
 <li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Task-Creation">Task Creation</a></li>
 <li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Training">Training</a></li>
 <li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Prediction">Prediction</a></li>
-<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Evaluation">Evaluation</a><ul>
-<li class="toctree-l6"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Performance-over-time">Performance over time</a></li>
-</ul>
-</li>
+<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Evaluation">Evaluation</a></li>
 <li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Report-Generation">Report Generation</a></li>
 </ul>
 </li>

diff --git a/api/tutorials/kaggle/heart_failure_prediction.html b/api/tutorials/kaggle/heart_failure_prediction.html
diff --git a/api/tutorials/kaggle/heart_failure_prediction.ipynb b/api/tutorials/kaggle/heart_failure_prediction.ipynb
diff --git a/api/tutorials/kaggle/heart_failure_report_periodic.html b/api/tutorials/kaggle/heart_failure_report_periodic.html
diff --git a/api/tutorials/mimiciv/mortality_prediction.html b/api/tutorials/mimiciv/mortality_prediction.html
diff --git a/api/tutorials/mimiciv/mortality_prediction.ipynb b/api/tutorials/mimiciv/mortality_prediction.ipynb