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GPz
GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete databayesquad
Library for Bayesian Quadraturefault-bucket.m
Matlab code for fault and anomaly detection, drawn from MA Osborne, R Garnett, K Swersky, and N de Freitas. Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults. (2012). AAAI Conference on Artificial Intelligence (AAAI 2012).wsabi
Minimal implementation of WSABI_L and WSABI_M in MATLAB.GaussianProcess.jl
BayesianOptimisation.jl
heatmap_expts
MUBs_TraceEstimators
A python implementation of the MUBs Stochastic Trace Estimator.Fair_Regression
Group Fairness constraints for Decision Trees and Regression Models.python_mgp
Marginal MGP implementation in python. Based on Garnett, R., Osborne, M., and Hennig, P. Active Learning of Linear Embeddings for Gaussian Processes. (2014).Love Open Source and this site? Check out how you can help us