diff --git a/.all-contributorsrc b/.all-contributorsrc
index e1edd1f..053e76b 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -184,6 +184,17 @@
         "code",
         "doc"
       ]
+    },
+    {
+      "login": "jakevdp",
+      "name": "Jake Vanderplas",
+      "avatar_url": "https://avatars.githubusercontent.com/u/781659?v=4",
+      "profile": "http://www.vanderplas.com",
+      "contributions": [
+        "review",
+        "test",
+        "example"
+      ]
     }
   ]
 }
diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index 79463cd..403cbe8 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -30,6 +30,7 @@ This project exists thanks to the following contributors
       <td align="center" valign="top" width="14.28%"><a href="https://ogrisel.com"><img src="https://avatars.githubusercontent.com/u/89061?v=4?s=100" width="100px;" alt="Olivier Grisel"/><br /><sub><b>Olivier Grisel</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/commits?author=ogrisel" title="Code">💻</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/crusaderky"><img src="https://avatars.githubusercontent.com/u/6213168?v=4?s=100" width="100px;" alt="Guido Imperiale"/><br /><sub><b>Guido Imperiale</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/commits?author=crusaderky" title="Code">💻</a> <a href="https://github.com/data-apis/array-api-extra/commits?author=crusaderky" title="Documentation">📖</a> <a href="#tool-crusaderky" title="Tools">🔧</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/ev-br"><img src="https://avatars.githubusercontent.com/u/2133832?v=4?s=100" width="100px;" alt="Evgeni Burovski"/><br /><sub><b>Evgeni Burovski</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/commits?author=ev-br" title="Code">💻</a> <a href="https://github.com/data-apis/array-api-extra/commits?author=ev-br" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://www.vanderplas.com"><img src="https://avatars.githubusercontent.com/u/781659?v=4?s=100" width="100px;" alt="Jake Vanderplas"/><br /><sub><b>Jake Vanderplas</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/pulls?q=is%3Apr+reviewed-by%3Ajakevdp" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/data-apis/array-api-extra/commits?author=jakevdp" title="Tests">⚠️</a> <a href="#example-jakevdp" title="Examples">💡</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/README.md b/README.md
index 2b88f7e..0985bb6 100644
--- a/README.md
+++ b/README.md
@@ -68,6 +68,7 @@ This project exists thanks to the following contributors
       <td align="center" valign="top" width="14.28%"><a href="https://ogrisel.com"><img src="https://avatars.githubusercontent.com/u/89061?v=4?s=100" width="100px;" alt="Olivier Grisel"/><br /><sub><b>Olivier Grisel</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/commits?author=ogrisel" title="Code">💻</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/crusaderky"><img src="https://avatars.githubusercontent.com/u/6213168?v=4?s=100" width="100px;" alt="Guido Imperiale"/><br /><sub><b>Guido Imperiale</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/commits?author=crusaderky" title="Code">💻</a> <a href="https://github.com/data-apis/array-api-extra/commits?author=crusaderky" title="Documentation">📖</a> <a href="#tool-crusaderky" title="Tools">🔧</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/ev-br"><img src="https://avatars.githubusercontent.com/u/2133832?v=4?s=100" width="100px;" alt="Evgeni Burovski"/><br /><sub><b>Evgeni Burovski</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/commits?author=ev-br" title="Code">💻</a> <a href="https://github.com/data-apis/array-api-extra/commits?author=ev-br" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="http://www.vanderplas.com"><img src="https://avatars.githubusercontent.com/u/781659?v=4?s=100" width="100px;" alt="Jake Vanderplas"/><br /><sub><b>Jake Vanderplas</b></sub></a><br /><a href="https://github.com/data-apis/array-api-extra/pulls?q=is%3Apr+reviewed-by%3Ajakevdp" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/data-apis/array-api-extra/commits?author=jakevdp" title="Tests">⚠️</a> <a href="#example-jakevdp" title="Examples">💡</a></td>
     </tr>
   </tbody>
 </table>