GPy swMATH ID: 14302 Software Authors: Sheffield ML group Description: GPy is a Gaussian Process (GP) framework written in python, from the Sheffield machine learning group. Gaussian 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. GPy is available under the BSD 3-clause license. Homepage: https://sheffieldml.github.io/GPy/ Source Code: https://github.com/SheffieldML/GPy Related Software: GitHub; TensorFlow; Python; GPflow; GPML; PRMLT; GPstuff; Scikit; Adam; R; GPfit; EGO; Matlab; DiceKriging; tgp; laGP; SciPy; LBFGS-B; L-BFGS; Nek5000 Cited in: 38 Publications all top 5 Cited by 110 Authors 3 Azzimonti, Dario 3 Benavoli, Alessio 2 Bilionis, Ilias 2 Congedo, Pietro Marco 2 Damianou, Andreas C. 2 Demo, Nicola 2 Ghahramani, Zoubin 2 Guo, Mengwu 2 Hesthaven, Jan S. 2 Jackson, Samuel E. 2 Lawrence, Neil D. 2 Misener, Ruth 2 Ortali, Giulio 2 Piga, Dario 2 Razaaly, Nassim 2 Rozza, Gianluigi 2 van der Wilk, Mark 2 Vernon, Ian 2 Wiebe, Johannes 1 Alaa, Ahmed M. 1 Amendt, Maurice 1 Andersen, Michael Riis 1 Ankenman, Bruce E. 1 Barajas-Solano, David A. 1 Biehler, Jonas 1 Bolintineanu, Dan S. 1 Borgonovo, Emanuele 1 Boukouvalas, Alexis 1 Bouzerdoum, Abdesselam 1 Buganza Tepole, Adrián 1 Bürkner, Paul-Christian 1 Burt, David R. 1 Cecílio, I. 1 Conti, Paolo 1 Cumming, Jonathan A. 1 Dias, Mafalda 1 Erickson, Collin B. 1 Fehn, Niklas 1 Frankel, Ari 1 Frazer, Jonathan 1 Fujii, Keisuke 1 Fukagata, Koji 1 Ganti, Himakar 1 Gonzalez, Marcial 1 Gori, Giulio 1 Gretton, Arthur 1 Guo, Theron 1 Gustin, Gianluca 1 Hamel, Craig M. 1 Hensman, James 1 Huang, Shan 1 Karniadakis, George Em 1 Kast, Mariella 1 Kersting, Kristian 1 Khare, Prashant 1 Koutsourelakis, Phaedon-Stelios 1 Kramer, Sharlotte 1 Krause, Andreas 1 Lavini, Gianpiero 1 Lee, Taeksang 1 León-Villagrá, Pablo 1 Lindsey, Keith 1 Liu, Junli 1 Lomeli, Maria 1 Long, Kevin N. 1 Lu, Xuefei 1 Manzoni, Andrea 1 Marthaler, Daniel E. 1 Matthews, Alexander G. De G. 1 Neumann, Marion 1 Nguyen, Thi Nhat Anh 1 Nickson, Tom 1 Nitzler, Jonas 1 Perdikaris, Paris G. 1 Persico, Giacomo 1 Phung, Son Lam 1 Piggott, Matthew D. 1 Raissi, Maziar 1 Rasmussen, Carl Edward 1 Rezaeiravesh, Saleh 1 Riutort-Mayol, Gabriel 1 Roberts, Stephen J. 1 Rokoš, Ondřej 1 Rosasco, Lorenzo A. 1 Rowland, Mark 1 Rudi, Alessandro 1 Rudy, Samuel H. 1 Samo, Yves-Laurent Kom 1 Sanchez, Susan M. 1 Sapsis, Themistoklis P. 1 Schlatter, Philipp 1 Schulz, Eric P. 1 Schürch, Manuel 1 Silva, Francesco A. B. 1 Solin, Arno 1 Speekenbrink, Maarten 1 Tabatabaei, N. 1 Tartakovsky, Alexandre M. 1 Titsias, Michalis K. 1 Tripathy, Rohit K. ...and 10 more Authors all top 5 Cited in 21 Serials 7 Journal of Machine Learning Research (JMLR) 6 Computer Methods in Applied Mechanics and Engineering 4 Journal of Computational Physics 3 Machine Learning 2 Statistics and Computing 1 Computers and Fluids 1 Automatica 1 Journal of Mathematical Psychology 1 Operations Research 1 Physica D 1 Applied Mathematical Modelling 1 European Journal of Operational Research 1 Mathematical Programming. Series A. Series B 1 Journal of High Energy Physics 1 Optimization and Engineering 1 Statistical Applications in Genetics and Molecular Biology 1 GEM - International Journal on Geomathematics 1 SIAM/ASA Journal on Uncertainty Quantification 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Bollettino dell’Unione Matematica Italiana 1 Mathematics in Engineering all top 5 Cited in 16 Fields 20 Statistics (62-XX) 11 Computer science (68-XX) 8 Probability theory and stochastic processes (60-XX) 6 Biology and other natural sciences (92-XX) 5 Fluid mechanics (76-XX) 5 Operations research, mathematical programming (90-XX) 4 Mechanics of deformable solids (74-XX) 3 Numerical analysis (65-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Quantum theory (81-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year