diff --git a/aeon/regression/compose/__init__.py b/aeon/regression/compose/__init__.py
index dcf2c29555..6601ecea8f 100644
--- a/aeon/regression/compose/__init__.py
+++ b/aeon/regression/compose/__init__.py
@@ -1,6 +1,9 @@
 """Implement composite time series regression estimators."""
 
-__all__ = ["RegressorEnsemble", "RegressorPipeline"]
+__all__ = [
+    "RegressorEnsemble",
+    "RegressorPipeline",
+]
 
 from aeon.regression.compose._ensemble import RegressorEnsemble
 from aeon.regression.compose._pipeline import RegressorPipeline
diff --git a/aeon/regression/sklearn/__init__.py b/aeon/regression/sklearn/__init__.py
index 07d058dab3..621030787a 100644
--- a/aeon/regression/sklearn/__init__.py
+++ b/aeon/regression/sklearn/__init__.py
@@ -2,6 +2,8 @@
 
 __all__ = [
     "RotationForestRegressor",
+    "SklearnRegressorWrapper",
 ]
 
 from aeon.regression.sklearn._rotation_forest_regressor import RotationForestRegressor
+from aeon.regression.sklearn._wrapper import SklearnRegressorWrapper
diff --git a/aeon/regression/sklearn/_wrapper.py b/aeon/regression/sklearn/_wrapper.py
index caf00f15b7..4064beea8a 100644
--- a/aeon/regression/sklearn/_wrapper.py
+++ b/aeon/regression/sklearn/_wrapper.py
@@ -26,7 +26,7 @@ class SklearnRegressorWrapper(BaseRegressor):
     """
 
     _tags = {
-        "X_inner_type": ["np-list", "numpy3D"],
+        "X_inner_type": "numpy2D",
     }
 
     def __init__(self, regressor, random_state=None):
@@ -35,7 +35,7 @@ def __init__(self, regressor, random_state=None):
 
         super().__init__()
 
-    def _fit(self, X, y=None):
+    def _fit(self, X, y):
         self.regressor_ = _clone_estimator(self.regressor, self.random_state)
         self.regressor_.fit(X, y)
         return self
diff --git a/docs/api_reference/regression.rst b/docs/api_reference/regression.rst
index 882e986e73..c5efa287f5 100644
--- a/docs/api_reference/regression.rst
+++ b/docs/api_reference/regression.rst
@@ -9,26 +9,6 @@ All regressors in ``aeon``can be listed using the ``aeon.registry.all_estimators
 using ``estimator_types="regressor"``, optionally filtered by tags.
 Valid tags can be listed using ``aeon.registry.all_tags``.
 
-Base
-----
-
-.. currentmodule:: aeon.regression.base
-
-.. autosummary::
-    :toctree: auto_generated/
-    :template: class.rst
-
-    BaseRegressor
-
-.. currentmodule:: aeon.regression.deep_learning.base
-
-.. autosummary::
-    :toctree: auto_generated/
-    :template: class.rst
-
-    BaseDeepRegressor
-
-
 Convolution-based
 -----------------
 
@@ -53,7 +33,6 @@ Deep learning
     :toctree: auto_generated/
     :template: class.rst
 
-    BaseDeepRegressor
     TimeCNNRegressor
     EncoderRegressor
     FCNRegressor
@@ -76,17 +55,6 @@ Distance-based
 
     KNeighborsTimeSeriesRegressor
 
-Dummy
------
-
-.. currentmodule:: aeon.regression
-
-.. autosummary::
-    :toctree: auto_generated/
-    :template: class.rst
-
-    DummyRegressor
-
 Feature-based
 --------------
 
@@ -128,6 +96,7 @@ Interval-based
     RandomIntervalRegressor
     RandomIntervalSpectralEnsembleRegressor
     TimeSeriesForestRegressor
+    QUANTRegressor
 
 Shapelet-based
 --------------
@@ -151,3 +120,36 @@ sklearn
     :template: class.rst
 
     RotationForestRegressor
+    SklearnRegressorWrapper
+
+Compose
+-------
+
+.. currentmodule:: aeon.regression.compose
+
+.. autosummary::
+    :toctree: auto_generated/
+    :template: class.rst
+
+    RegressorEnsemble
+    RegressorPipeline
+
+Base
+----
+
+.. currentmodule:: aeon.regression.base
+
+.. autosummary::
+    :toctree: auto_generated/
+    :template: class.rst
+
+    BaseRegressor
+    DummyRegressor
+
+.. currentmodule:: aeon.regression.deep_learning.base
+
+.. autosummary::
+    :toctree: auto_generated/
+    :template: class.rst
+
+    BaseDeepRegressor
diff --git a/docs/api_reference/segmentation.rst b/docs/api_reference/segmentation.rst
index 9f9706ba68..2e892be0d8 100644
--- a/docs/api_reference/segmentation.rst
+++ b/docs/api_reference/segmentation.rst
@@ -13,13 +13,23 @@ contains algorithms and tools for time series segmentation.
     :toctree: auto_generated/
     :template: class.rst
 
-    BaseSegmenter
     BinSegmenter
     ClaSPSegmenter
     FLUSSSegmenter
     InformationGainSegmenter
     GreedyGaussianSegmenter
-    DummySegmenter
     EAggloSegmenter
     HMMSegmenter
     HidalgoSegmenter
+    RandomSegmenter
+
+Base
+----
+
+.. currentmodule:: aeon.segmentation.base
+
+.. autosummary::
+    :toctree: auto_generated/
+    :template: class.rst
+
+    BaseSegmenter