Merge pull request #780 from jarrodmillman/sklearn-1.5.1

Update scikit-learn

Author: jarrodmillman

packages/scikit-learn/index.rst

@@ -703,21 +703,21 @@ The ``DESCR`` variable has a long description of the dataset::
     <BLANKLINE>
     **Data Set Characteristics:**
     <BLANKLINE>
-        :Number of Instances: 20640
+    :Number of Instances: 20640
     <BLANKLINE>
-        :Number of Attributes: 8 numeric, predictive attributes and the target
+    :Number of Attributes: 8 numeric, predictive attributes and the target
     <BLANKLINE>
-        :Attribute Information:
-            - MedInc        median income in block group
-            - HouseAge      median house age in block group
-            - AveRooms      average number of rooms per household
-            - AveBedrms     average number of bedrooms per household
-            - Population    block group population
-            - AveOccup      average number of household members
-            - Latitude      block group latitude
-            - Longitude     block group longitude
+    :Attribute Information:
+        - MedInc        median income in block group
+        - HouseAge      median house age in block group
+        - AveRooms      average number of rooms per household
+        - AveBedrms     average number of bedrooms per household
+        - Population    block group population
+        - AveOccup      average number of household members
+        - Latitude      block group latitude
+        - Longitude     block group longitude
     <BLANKLINE>
-        :Missing Attribute Values: None
+    :Missing Attribute Values: None
     <BLANKLINE>
     This dataset was obtained from the StatLib repository.
     https://www.dcc.fc.up.pt/~ltorgo/Regression/cal_housing.html
@@ -738,10 +738,10 @@ The ``DESCR`` variable has a long description of the dataset::
     It can be downloaded/loaded using the
     :func:`sklearn.datasets.fetch_california_housing` function.
     <BLANKLINE>
-    .. topic:: References
+    .. rubric:: References
     <BLANKLINE>
-        - Pace, R. Kelley and Ronald Barry, Sparse Spatial Autoregressions,
-          Statistics and Probability Letters, 33 (1997) 291-297
+    - Pace, R. Kelley and Ronald Barry, Sparse Spatial Autoregressions,
+      Statistics and Probability Letters, 33 (1997) 291-297
 
 
 It often helps to quickly visualize pieces of the data using histograms,

requirements.txt

@@ -4,7 +4,7 @@ matplotlib==3.9.1
 pandas==2.2.2
 patsy==0.5.6
 pyarrow==16.1.0
-scikit-learn==1.5.0
+scikit-learn==1.5.1
 scikit-image==0.24.0
 sympy==1.13.0
 statsmodels==0.14.2