@@ -270,8 +270,8 @@ Scikit-learn is our #1 toolkit for all things machine learning
270270at Bestofmedia. We use it for a variety of tasks (e.g. spam fighting,
271271ad click prediction, various ranking models) thanks to the varied,
272272state-of-the-art algorithm implementations packaged into it.
273- In the lab it accelerates prototyping of complex pipelines. In
274- production I can say it has proven to be robust and efficient enough
273+ In the lab it accelerates prototyping of complex pipelines. In
274+ production I can say it has proven to be robust and efficient enough
275275to be deployed for business critical components.
276276
277277.. raw :: html
@@ -284,4 +284,33 @@ Eustache Diemert, Lead Scientist Bestofmedia Group
284284
285285 </span >
286286
287+ `Change.org <http://www.change.org >`_
288+ --------------------------------------------------
289+
290+ .. raw :: html
291+
292+ <div class =" logo"
293+
294+ .. image :: images/change-logo.png
295+ :target: http://www.change.org
296+
297+ .. raw :: html
298+
299+ </div >
300+
301+ At change.org we automate the use of scikit-learn's RandomForestClassifier
302+ in our production systems to drive email targeting that reaches millions
303+ of users across the world each week. In the lab, scikit-learn's ease-of-use,
304+ performance, and overall variety of algorithms implemented has proved invaluable
305+ in giving us a single reliable source to turn to for our machine-learning needs.
306+
307+ .. raw :: html
308+
309+ <span class =" testimonial-author"
310+
311+ Vijay Ramesh, Software Engineer in Data/science at Change.org
312+
313+ .. raw :: html
314+
315+ </span >
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