diff --git a/demo/guide-python/README.md b/demo/guide-python/README.md
index ff1f98ad0..d26b8fcf2 100644
--- a/demo/guide-python/README.md
+++ b/demo/guide-python/README.md
@@ -7,5 +7,6 @@ XGBoost Python Feature Walkthrough
 * [Generalized Linear Model](generalized_linear_model.py)
 * [Cross validation](cross_validation.py)
 * [Predicting leaf indices](predict_leaf_indices.py)
-* [Sklearn Wrapper](sklearn_example.py)
+* [Sklearn Wrapper](sklearn_examples.py)
+* [Sklearn Parallel](sklearn_parallel.py)
 * [External Memory](external_memory.py)
diff --git a/demo/guide-python/runall.sh b/demo/guide-python/runall.sh
index 8f4f9832a..5c8ddf93c 100755
--- a/demo/guide-python/runall.sh
+++ b/demo/guide-python/runall.sh
@@ -2,7 +2,11 @@
 python basic_walkthrough.py
 python custom_objective.py
 python boost_from_prediction.py
+python predict_first_ntree.py
 python generalized_linear_model.py
 python cross_validation.py
 python predict_leaf_indices.py
+python sklearn_examples.py
+python sklearn_parallel.py
+python external_memory.py
 rm -rf *~ *.model *.buffer