diff --git a/index.html b/index.html
index f2809a5c..65a4c234 100644
--- a/index.html
+++ b/index.html
@@ -36,9 +36,9 @@
 
 <p>Gaussian processes underpin range of modern machine learning algorithms. In GPy, we've used python to implement a range of machine learning algorithms based on GPs. </p>
 
-<p>GPy is available under the BSD 3-clause license. We'd love to incorporate your changes, so fork us on <a href="github.com/SheffieldML/GPy">github</a>!</p>
+<hr><p>GPy is available under the BSD 3-clause license. We'd love to incorporate your changes, so fork us on <a href="https://github.com/SheffieldML/GPy">github</a>!</p>
 
-<p>You can read the online documentation for GPy here:</p>
+<hr><p>You can read the online documentation for GPy here:</p>
 
 <ul>
 <li><a href="https://gpy.readthedocs.org/en/latest/">Online documentation</a></li>
diff --git a/params.json b/params.json
index 5ce25a2a..0e73195c 100644
--- a/params.json
+++ b/params.json
@@ -1 +1 @@
-{"name":"GPy","tagline":"a Gaussian processes framework in python","body":"GPy\r\n===\r\na Gaussian Process (GP) framework in python, from the Sheffield machine learning group. \r\n\r\nGaussian processes underpin range of modern machine learning algorithms. In GPy, we've used python to implement a range of machine learning algorithms based on GPs. \r\n\r\nGPy is available under the BSD 3-clause license. We'd love to incorporate your changes, so fork us on [github](github.com/SheffieldML/GPy)!\r\n\r\nYou can read the online documentation for GPy here:\r\n* [Online documentation](https://gpy.readthedocs.org/en/latest/)\r\n","google":"","note":"Don't delete this file! It's used internally to help with page regeneration."}
\ No newline at end of file
+{"name":"GPy","tagline":"a Gaussian processes framework in python","body":"GPy\r\n===\r\na Gaussian Process (GP) framework in python, from the Sheffield machine learning group. \r\n\r\nGaussian processes underpin range of modern machine learning algorithms. In GPy, we've used python to implement a range of machine learning algorithms based on GPs. \r\n\r\n***\r\n\r\nGPy is available under the BSD 3-clause license. We'd love to incorporate your changes, so fork us on [github](https://github.com/SheffieldML/GPy)!\r\n\r\n***\r\n\r\nYou can read the online documentation for GPy here:\r\n* [Online documentation](https://gpy.readthedocs.org/en/latest/)\r\n","google":"","note":"Don't delete this file! It's used internally to help with page regeneration."}
\ No newline at end of file