Skip to content
@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 46 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

    OxfordML/GPz’s past year of commit activity
    MATLAB 46 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 31 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 3 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
View all repositories

Top languages

Loading…

Most used topics

Loading…