diff --git a/docs/source/api_reference.rst b/docs/source/api_reference.rst
index 9b936e0a06..2fdcf23a57 100644
--- a/docs/source/api_reference.rst
+++ b/docs/source/api_reference.rst
@@ -28,17 +28,6 @@ Deep Feature Synthesis
     dfs
     get_valid_primitives
 
-Wrappers
-~~~~~~~~
-.. currentmodule:: featuretools
-
-scikit-learn (BETA)
--------------------
-.. autosummary::
-    :toctree: generated/
-
-    wrappers.DFSTransformer
-
 Timedelta
 ~~~~~~~~~
 .. currentmodule:: featuretools
diff --git a/pyproject.toml b/pyproject.toml
index 86dbbceeea..382d141865 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -107,7 +107,7 @@ docs = [
     "myst-parser == 0.18.0",
     "autonormalize >= 2.0.1",
     "click >= 7.0.0",
-    "featuretools[sklearn,dask,spark,test,premium]",
+    "featuretools[dask,spark,test,premium]",
 ]
 dev = [
     "ruff >= 0.1.6",