diff --git a/.all-contributorsrc b/.all-contributorsrc
index 5cf5f4fdd..d6bb2dbc5 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -14,6 +14,15 @@
         "doc",
         "example"
       ]
+    },
+    {
+      "login": "mfeurer",
+      "name": "Matthias Feurer",
+      "avatar_url": "https://avatars2.githubusercontent.com/u/5320498?v=4",
+      "profile": "http://ml.informatik.uni-freiburg.de/people/feurer/",
+      "contributions": [
+        "code"
+      ]
     }
   ],
   "contributorsPerLine": 7,
diff --git a/README.md b/README.md
index 93fcb0c37..5ed4edf94 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # OpenML-Python
 <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
-[![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors-)
+[![All Contributors](https://img.shields.io/badge/all_contributors-2-orange.svg?style=flat-square)](#contributors-)
 <!-- ALL-CONTRIBUTORS-BADGE:END -->
 
 A python interface for [OpenML](http://openml.org), an online platform for open science collaboration in machine learning.
@@ -54,6 +54,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
 <table>
   <tr>
     <td align="center"><a href="https://github.com/a-moadel"><img src="https://avatars0.githubusercontent.com/u/46557866?v=4" width="100px;" alt=""/><br /><sub><b>a-moadel</b></sub></a><br /><a href="https://github.com/openml/openml-python/commits?author=a-moadel" title="Documentation">📖</a> <a href="#example-a-moadel" title="Examples">💡</a></td>
+    <td align="center"><a href="http://ml.informatik.uni-freiburg.de/people/feurer/"><img src="https://avatars2.githubusercontent.com/u/5320498?v=4" width="100px;" alt=""/><br /><sub><b>Matthias Feurer</b></sub></a><br /><a href="https://github.com/openml/openml-python/commits?author=mfeurer" title="Code">💻</a></td>
   </tr>
 </table>