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Tom Nickson

Possible papers associated with this exact author name in Arrow. This page groups case-insensitive exact name matches and is not a full identity disambiguation profile.

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JMLR Journal 2017 Journal Article

GPflow: A Gaussian Process Library using TensorFlow

Alexander G. de G. Matthews
Mark van der Wilk
Tom Nickson
Keisuke Fujii
Alexis Boukouvalas
Pablo León-Villagrá
Zoubin Ghahramani
James Hensman

GPflow is a Gaussian process library that uses TensorFlow for its core computations and Python for its front end. The distinguishing features of GPflow are that it uses variational inference as the primary approximation method, provides concise code through the use of automatic differentiation, has been engineered with a particular emphasis on software testing and is able to exploit GPU hardware. [abs] [ pdf ][ bib ] [ code ] [ webpage ] &copy JMLR 2017. ( edit, beta )

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