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    17 repositories

    • GPz

      Public
      GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data
      MATLAB
      •10•45•0•0•Updated Apr 5, 2021Apr 5, 2021

    • heatmap_expts

      Public
      Python
      •1•2•0•0•Updated May 27, 2019May 27, 2019

    • bayesquad

      Public
      Library for Bayesian Quadrature
      Python
      •
      MIT License
      •3•31•1•0•Updated Apr 2, 2019Apr 2, 2019

    • Fair_Regression

      Public
      Group Fairness constraints for Decision Trees and Regression Models.
      Jupyter Notebook
      •0•3•0•0•Updated Nov 23, 2018Nov 23, 2018

    • EntropicTraceEstimation

      Public
      MATLAB
      •0•1•0•0•Updated Jun 8, 2017Jun 8, 2017

    • pyIBCC

      Public
      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
      •
      MIT License
      •10•0•0•0•Updated Sep 16, 2016Sep 16, 2016

    • MUBs_TraceEstimators

      Public
      A python implementation of the MUBs Stochastic Trace Estimator.
      C++
      •0•2•0•0•Updated Aug 9, 2016Aug 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
      •
      GNU General Public License v2.0
      •0•2•0•0•Updated Apr 30, 2015Apr 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
      •
      GNU General Public License v2.0
      •1•0•0•0•Updated Mar 23, 2015Mar 23, 2015

    • wsabi

      Public
      Minimal implementation of WSABI_L and WSABI_M in MATLAB.
      MATLAB
      •
      GNU General Public License v2.0
      •5•7•0•0•Updated Sep 22, 2014Sep 22, 2014

    • BayesianOptimisation.jl

      Public
      Julia
      •
      MIT License
      •1•3•0•0•Updated Sep 4, 2014Sep 4, 2014

    • GaussianProcess.jl

      Public
      Julia
      •
      MIT License
      •1•3•0•0•Updated Sep 4, 2014Sep 4, 2014

    • mgp

      Public
      An implementation of the MGP from Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," UAI 2014.
      MATLAB
      •
      MIT License
      •4•3•0•0•Updated Jul 31, 2014Jul 31, 2014

    • 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. (2012). AAAI Conference on Artificial Intelligence (AAAI 2012).
      MATLAB
      •4•10•0•0•Updated Jul 31, 2014Jul 31, 2014

    • GMMevents

      Public
      Code for paper: Inferring social network structure in ecological systems from spatio-temporal data streams
      MATLAB
      •3•0•0•0•Updated May 29, 2014May 29, 2014

    • GeneralNetworkTools

      Public
      Contains a collection of general network analysis tools I have been using during my D.Phil. For more advanced operations, see the comDetNMF, BOMP and GMMevents
      MATLAB
      •2•0•0•0•Updated Apr 16, 2014Apr 16, 2014

    • commDetNMF

      Public
      Code for paper: Overlapping Community Detection via Nonnegative Matrix Factorization
      5•0•0•0•Updated Apr 16, 2014Apr 16, 2014