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Welcome to the Gaussian Process pages
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This web site aims to provide an overview of resources concerned with probabilistic modeling, inference and learning based on Gaussian processes.
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Welcome to the Gaussian Process pages | the Gaussian Process web site the Gaussian Process web site This web site aims to provide an overview of resources concerned with probabilistic modeling, inference and learning based on Gaussian processes. View My GitHub Profile Welcome to the Gaussian Process pages The ancient Gaussian Process page. Books Carl Edward Rasmussen and Chris Williams: Gaussian Processes for Machine Learning , the MIT Press , 2006, online Juš Kocijan: Modelling and Control of Dynamic Systems Using Gaussian Process Models , Springer, 2015 Michael L. Stein: Interpolation of Spatial Data: Some Theory for Kriging , Springer, 1999, online Grace Wahba: Spline Models for Observational Data , SIAM, 1990 Software gpml matlab toolbox GPflow python/tensorflow package GPyTorch GPs in pytorch process oriented GPs: Stheno in julia and python Interactive Visualisation of Gaussian processes Hosted on GitHub Pages — Theme by orderedlis...
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