diff --git a/doc/src/Regression/todo.list b/doc/src/Regression/todo.list
index b12bdd460..565645669 100644
--- a/doc/src/Regression/todo.list
+++ b/doc/src/Regression/todo.list
@@ -9,4 +9,4 @@
 * add material about kernel regression and splines
 * rewrite Cross validation part and add discussion of train, validate and test, think of placing in statistics part or merge statistics into the reg material. add more formal stat on bootstrapping
 * add discussion of training, validation and testing using ridge and lasso regression. demonstrate usage of gridsearch in validation case. 
-
+* add material about Lasso algorithm