diff --git a/README.md b/README.md
index 085314e..3e5b607 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,8 @@ Python package `dsm` provides an API to train the Deep Survival Machines
 and associated models for problems in survival analysis. The underlying model
 is implemented in `pytorch`.
 
+For full documentation of the module, please see https://autonlab.github.io/DeepSurvivalMachines/
+
 What is Survival Analysis?
 ------------------------