diff --git a/src/nemos/basis/_transformer_basis.py b/src/nemos/basis/_transformer_basis.py
index 418c2580..10a3cfcc 100644
--- a/src/nemos/basis/_transformer_basis.py
+++ b/src/nemos/basis/_transformer_basis.py
@@ -285,8 +285,8 @@ def __getattr__(self, name: str):
         """
         Enable easy access to attributes of the underlying Basis object.
 
-        This method chaces all chainable methods (methods returning self) in a dicitonary.
-        These mehtods are created the first time they are accessed by decorating the `self._basis.name`
+        This method caches all chainable methods (methods returning self) in a dicitonary.
+        These methods are created the first time they are accessed by decorating the `self._basis.name`
         and cached for future use.
 
         Examples