diff --git a/README.md b/README.md
index fb133ed49..35a977e25 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,5 @@
-
- eXtreme Gradient Boosting
+
+eXtreme Gradient Boosting
===========
[](https://travis-ci.org/dmlc/xgboost)
[](https://xgboost.readthedocs.org)
@@ -9,7 +10,7 @@ An optimized general purpose gradient boosting library. The library is paralleli
It implements machine learning algorithms under the [Gradient Boosting](https://en.wikipedia.org/wiki/Gradient_boosting) framework, including [Generalized Linear Model](https://en.wikipedia.org/wiki/Generalized_linear_model) (GLM) and [Gradient Boosted Decision Trees](https://en.wikipedia.org/wiki/Gradient_boosting#Gradient_tree_boosting) (GBDT). XGBoost can also be [distributed](#features) and scale to Terascale data
-XGBoost is part of [Distributed Machine Learning Common](http://dmlc.github.io/) projects
+
XGBoost is part of [Distributed Machine Learning Common](http://dmlc.github.io/) projects
Contents
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