diff --git a/aif360/algorithms/__init__.py b/aif360/algorithms/__init__.py
index 20cc605f..6b2a9d3f 100644
--- a/aif360/algorithms/__init__.py
+++ b/aif360/algorithms/__init__.py
@@ -1,2 +1 @@
 from aif360.algorithms.transformer import Transformer, addmetadata
-from aif360.algorithms.intersectional_fairness import IntersectionalFairness
diff --git a/docs/source/modules/algorithms.rst b/docs/source/modules/algorithms.rst
index eaa102d3..51f20cd6 100644
--- a/docs/source/modules/algorithms.rst
+++ b/docs/source/modules/algorithms.rst
@@ -73,4 +73,4 @@ Algorithms
    :template: class.rst
 
    algorithms.Transformer
-   algorithms.IntersectionalFairness
+   algorithms.intersectional_fairness.IntersectionalFairness
diff --git a/setup.py b/setup.py
index 25fd4454..e26b5259 100644
--- a/setup.py
+++ b/setup.py
@@ -57,7 +57,7 @@
           'numpy>=1.16',
           'scipy>=1.2.0',
           'pandas>=0.24.0',
-          'scikit-learn>=1.0',
+          'scikit-learn>=1.0,<1.6',
           'matplotlib',
       ],
       extras_require=extras,