@SheffieldML

Sheffield Machine Learning Software

Software from the Sheffield machine learning group and collaborators.

Pinned repositories

  1. GPy

    Gaussian processes framework in python

    Python 778 280

  2. GPyOpt

    Gaussian Process Optimization using GPy

    Jupyter Notebook 306 94

  3. notebook

    Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 100 59

  4. GPmat

    Matlab implementations of Gaussian processes and other machine learning tools.

    Matlab 70 61

  5. GPc

    Gaussian process code in C++ including some implementations of GP-LVM and IVM.

    C++ 26 19

  6. gprege

    Gaussian process software in R and Matlab for detecting quiet genes. From Alfredo Kalaitzis's thesis work.

    R 4 2

  • Collapsed Variational Bayes

    Jupyter Notebook 38 27 GPL-3.0 Updated Jul 9, 2018
  • Gaussian processes framework in python

    Python 778 280 BSD-3-Clause Updated Jul 2, 2018
  • Gaussian Process Optimization using GPy

    Jupyter Notebook 306 94 BSD-3-Clause 2 issues need help Updated Jun 26, 2018
  • Machine Learning Group Webpage

    HTML 3 1 Updated Mar 20, 2018
  • Deep Gaussian Processes in Python

    Python 61 21 BSD-3-Clause Updated Jan 2, 2018
  • Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 100 59 BSD-3-Clause Updated Dec 8, 2017
  • Matlab implementations of Gaussian processes and other machine learning tools.

    Matlab 70 61 BSD-3-Clause Updated Jun 16, 2017
  • Bayesian GPLVM in MATLAB and R

    Matlab 52 34 Updated Jun 16, 2017
  • Code for the Kappenball game and other code from my 2012 lecture on uncertainty.

    Objective-C 3 Updated Nov 12, 2016
  • Stores details of projects for the repo.

    HTML 2 Updated Sep 2, 2016
  • Deep GPs with GPy

    Jupyter Notebook 30 11 BSD-3-Clause Updated May 18, 2016
  • Deep Gaussian Process software in MATLAB.

    Matlab 1 4 Updated Apr 21, 2016
  • Hierarchical Gaussian process latent variable model.

    Matlab 7 3 BSD-3-Clause Updated Apr 21, 2016
  • Repository for Chained Gaussian Processes

    Jupyter Notebook 10 5 Updated Apr 12, 2016
  • Deep Gaussian Processes in matlab

    Matlab 52 27 BSD-3-Clause Updated Apr 6, 2016
  • Multiple output Gaussian processes in MATLAB including the latent force model.

    Matlab 12 11 Apache-2.0 Updated Nov 21, 2015
  • PANAMA and LIMMI models

    C++ 3 Updated Jun 23, 2015
  • gpsim

    Forked from lawrennd/gpsim

    Gaussian Process Single Input Motif software in MATLAB.

    Matlab 3 Updated Jun 8, 2015
  • Rank one Cholesky update in MATLAB.

    Matlab 2 Updated Jun 8, 2015
  • General utilities for MATLAB.

    Matlab 2 7 Updated Jun 8, 2015
  • noise

    Forked from lawrennd/noise

    Noise models implemented in MATLAB.

    Matlab 1 2 Updated Jun 8, 2015
  • gptk

    Forked from alkalait/gptk

    Gaussian processes tool-kit: An R package for GP regression.

    R 1 4 Updated Jun 8, 2015
  • gp

    Forked from lawrennd/gp

    Gaussian process software in MATLAB.

    Matlab 1 3 Updated Jun 8, 2015
  • Faster GP-LVM software in MATLAB.

    Matlab 1 5 Updated Jun 8, 2015
  • ivm

    Forked from lawrennd/ivm

    MATLAB software for the Informative Vector Machine.

    Matlab 1 5 Updated Jun 8, 2015
  • prior

    Forked from lawrennd/prior

    prior distributions in MATLAB.

    Matlab 1 2 Updated Jun 8, 2015
  • Gene target ranking by driven input single input motif Matlab code.

    Matlab 2 Updated Jun 8, 2015
  • MATLAB datasets repository.

    Matlab 1 4 Updated Jun 8, 2015
  • Machine learning tools in MATLAB

    Matlab 1 5 Updated Jun 8, 2015
  • MATLAB helper functions and constraint functions for optimization.

    Matlab 1 2 Updated Jun 8, 2015