diff --git a/docs/api.rst b/docs/api.rst
index 78f5608..4c441b1 100644
--- a/docs/api.rst
+++ b/docs/api.rst
@@ -10,7 +10,7 @@ Classifier Combination
 
 
 * :class:`combo.models.classifier_comb.SimpleClassifierAggregator`: a collection of classifier
-combination methods, e.g., average, median, and majority vote.
+  combination methods, e.g., average, median, and majority vote.
 * :class:`combo.models.stacking.Stacking`: Stacking (meta ensembling). Check this `introductory
 article by Kaggle <http://blog.kaggle.com/2016/12/27/a-kagglers-guide-to-model-stacking-in-practice/>`_.
 
diff --git a/docs/index.rst b/docs/index.rst
index 177abae..9249941 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -177,8 +177,8 @@ Some of the methods are tasks specific:
 `compare_selected_classifiers.py <https://github.com/yzhao062/combo/blob/master/examples/compare_selected_classifiers.py>`_\).
 
 
-.. figure:: figs/ALL.png
-    :alt: Comparison of selected models
+.. image:: https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png
+   :target: https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png
 
 
 ----