diff --git a/auton_survival/__init__.py b/auton_survival/__init__.py
index 65c1a0c..84c4a74 100644
--- a/auton_survival/__init__.py
+++ b/auton_survival/__init__.py
@@ -71,9 +71,9 @@ class is a composite transform that does both Imputing ***and*** Scaling.
 
 This module provids a wrapper to model BioLINNC datasets with standard
 survival (time-to-event) analysis methods.
-The use of the wrapper allows a simple standard interface for multiple different
-survival models, and also helps standardize experiments across various differents
-research areas.
+The use of the wrapper allows a simple standard interface for multiple
+different survival models, and also helps standardize experiments across
+various differents research areas.
 
 Currently supported Survival Models are: