diff --git a/index.html b/index.html
index 65a4c234..82f02f05 100644
--- a/index.html
+++ b/index.html
@@ -38,6 +38,9 @@
 
 <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>GPy is hosted on the python package index <a href="https://pypi.python.org/pypi/GPy/">pypi</a>, so debian/ubuntu users can get started with::
+    pip install gpy</p>
+
 <hr><p>You can read the online documentation for GPy here:</p>
 
 <ul>
diff --git a/params.json b/params.json
index 0e73195c..03ba4a6b 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\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."}
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+{"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\nGPy is hosted on the python package index [pypi](https://pypi.python.org/pypi/GPy/), so debian/ubuntu users can get started with::\r\n    pip install 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/)","google":"","note":"Don't delete this file! It's used internally to help with page regeneration."}
\ No newline at end of file