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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.

Popular repositories Loading

  1. GPz GPz Public

    GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data

    MATLAB 49 10

  2. bayesquad bayesquad Public

    Library for Bayesian Quadrature

    Python 31 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

    MATLAB 49 10 0 0 Updated Apr 5, 2021
  • heatmap_expts Public
    Python 2 1 0 0 Updated May 27, 2019
  • bayesquad Public

    Library for Bayesian Quadrature

    Python 31 MIT 3 1 0 Updated Apr 2, 2019
  • Fair_Regression Public

    Group Fairness constraints for Decision Trees and Regression Models.

    Jupyter Notebook 3 0 0 0 Updated Nov 23, 2018
  • EntropicTraceEstimation Public
    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.

    Python 0 MIT 10 0 0 Updated Sep 16, 2016
  • MUBs_TraceEstimators Public

    A python implementation of the MUBs Stochastic Trace Estimator.

    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).

    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

    MATLAB 0 GPL-2.0 1 0 0 Updated Mar 23, 2015
  • wsabi Public

    Minimal implementation of WSABI_L and WSABI_M in MATLAB.

    MATLAB 7 GPL-2.0 5 0 0 Updated Sep 22, 2014
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