×

zbMATH — the first resource for mathematics

GPflow: a Gaussian process library using TensorFlow. (English) Zbl 1437.62127
Summary: 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.

MSC:
62G05 Nonparametric estimation
62-08 Computational methods for problems pertaining to statistics
60G15 Gaussian processes
PDF BibTeX XML Cite
Full Text: Link