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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 45 10

  2. bayesquad bayesquad Public

    Library for Bayesian Quadrature

    Python 30 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

Repositories

Showing 10 of 17 repositories
  • GPz Public

    GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data

    OxfordML/GPz’s past year of commit activity
    MATLAB 45 10 0 0 Updated Apr 5, 2021
  • heatmap_expts Public
    OxfordML/heatmap_expts’s past year of commit activity
    Python 2 1 0 0 Updated May 27, 2019
  • bayesquad Public

    Library for Bayesian Quadrature

    OxfordML/bayesquad’s past year of commit activity
    Python 30 MIT 3 1 0 Updated Apr 2, 2019
  • Fair_Regression Public

    Group Fairness constraints for Decision Trees and Regression Models.

    OxfordML/Fair_Regression’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Nov 23, 2018
  • EntropicTraceEstimation Public
    OxfordML/EntropicTraceEstimation’s past year of commit activity
    MATLAB 1 0 0 0 Updated Jun 8, 2017
  • pyIBCC Public Forked from edwinrobots/pyIBCC

    A Bayesian method for combining crowdsourced classifications, e.g. for citizen science projects. The default class, ibcc.py provides a variational Bayes algorithm for Independent Bayesian Classifier Combination.

    OxfordML/pyIBCC’s past year of commit activity
    Python 0 MIT 10 0 0 Updated Sep 16, 2016
  • MUBs_TraceEstimators Public

    A python implementation of the MUBs Stochastic Trace Estimator.

    OxfordML/MUBs_TraceEstimators’s past year of commit activity
    C++ 2 0 0 0 Updated Aug 9, 2016
  • python_mgp Public

    Marginal MGP implementation in python. Based on Garnett, R., Osborne, M., and Hennig, P. Active Learning of Linear Embeddings for Gaussian Processes. (2014).

    OxfordML/python_mgp’s past year of commit activity
    Python 2 GPL-2.0 0 0 0 Updated Apr 30, 2015
  • ENPG Public

    Extraction of Narratives from a Provenance Graph. An implementation of the subgraph-matching algorithm by Ebden et al, for HAIDM/AAMAS 2015

    OxfordML/ENPG’s past year of commit activity
    MATLAB 0 GPL-2.0 1 0 0 Updated Mar 23, 2015
  • wsabi Public

    Minimal implementation of WSABI_L and WSABI_M in MATLAB.

    OxfordML/wsabi’s past year of commit activity
    MATLAB 7 GPL-2.0 5 0 0 Updated Sep 22, 2014
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