diff --git a/doc/src/LogisticRegression/LogReg.do.txt b/doc/src/LogisticRegression/LogReg.do.txt
index 33b8b1860..bdbff13f7 100644
--- a/doc/src/LogisticRegression/LogReg.do.txt
+++ b/doc/src/LogisticRegression/LogReg.do.txt
@@ -3,6 +3,14 @@ AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of
 DATE: today
 
 
+!split
+===== To do for log reg =====
+
+* Develop code for log reg step by step, with link to gradient descent part
+* show how to read and set up design matrix
+* use breast cancer data as example
+* develop other classification examples, pulsar example
+
 !split 
 ===== Logistic Regression =====