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@OxfordML

Oxford Machine Learning

Software and papers from the machine learning research group in the department of engineering science at the university of Oxford.

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  1. GPz GPz Public

    GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data

    MATLAB 48 10

  2. bayesquad bayesquad Public

    Library for Bayesian Quadrature

    Python 32 3

  3. fault-bucket.m fault-bucket.m Public

    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. (201…

    MATLAB 10 4

  4. wsabi wsabi Public

    Minimal implementation of WSABI_L and WSABI_M in MATLAB.

    MATLAB 7 5

  5. mgp mgp Public

    Forked from rmgarnett/mgp

    An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.

    MATLAB 3

  6. BayesianOptimisation.jl BayesianOptimisation.jl Public

    Julia 3 1

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