Add partial dependence to API reference (#1537)

* update api ref * change titles * typo * release notes
alteryx · Dec 10, 2020 · d77e854 · d77e854
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diff --git a/docs/source/api_reference.rst b/docs/source/api_reference.rst
@@ -253,26 +253,38 @@ Regressors are components that output a predicted target value.
 Model Understanding
 ===================
 
-Graph Utils
-~~~~~~~~~~~
+Utility Methods
+~~~~~~~~~~~~~~~
 .. autosummary::
     :toctree: generated
     :nosignatures:
 
     confusion_matrix
     normalize_confusion_matrix
     precision_recall_curve
-    graph_precision_recall_curve
     roc_curve
+    calculate_permutation_importance
+    binary_objective_vs_threshold
+    get_prediction_vs_actual_over_time_data
+    partial_dependence
+
+
+Graph Utility Methods
+~~~~~~~~~~~~~~~~~~~~~~~
+.. autosummary::
+    :toctree: generated
+    :nosignatures:
+
+
+    graph_precision_recall_curve
     graph_roc_curve
     graph_confusion_matrix
-    calculate_permutation_importance
     graph_permutation_importance
-    binary_objective_vs_threshold
     graph_binary_objective_vs_threshold
     graph_prediction_vs_actual
-    get_prediction_vs_actual_over_time_data
     graph_prediction_vs_actual_over_time
+    graph_partial_dependence
+
 
 .. currentmodule:: evalml.model_understanding.prediction_explanations
 

diff --git a/docs/source/release_notes.rst b/docs/source/release_notes.rst
@@ -22,6 +22,7 @@ Release Notes
         * Update circleci badge to apply to ``main`` :pr:`1489`
         * Added script to generate github markdown for releases :pr:`1487`
     * Documentation Changes
+        * Added partial dependence methods to API reference :pr:`1537`
     * Testing Changes
         * Set ``n_jobs=1`` in most unit tests to reduce memory :pr:`1505`