@SheffieldML

Sheffield Machine Learning Software (ML@SITraN)

Software from the Sheffield machine learning group.

Pinned repositories

  1. GPy

    Gaussian processes framework in python

    Python 478 172

  2. GPyOpt

    Gaussian Process Optimization using GPy

    Jupyter Notebook 89 32

  3. notebook

    Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 67 37

  4. GPmat

    Matlab implementations of Gaussian processes and other machine learning tools.

    Matlab 37 35

  5. GPc

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

    C++ 17 13

  6. gprege

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

    R 2 1

  • Gaussian processes framework in python

    Python 478 172 Updated Jan 16, 2017
  • Gaussian Process Optimization using GPy

    Jupyter Notebook 89 32 Updated Jan 16, 2017
  • Bayesian GPLVM in MATLAB and R

    Matlab 39 23 Updated Nov 28, 2016
  • Code for the Kappenball game and other code from my 2012 lecture on uncertainty.

    Objective-C 2 Updated Nov 12, 2016
  • Stores details of projects for the repo.

    HTML 1 Updated Sep 2, 2016
  • Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 67 36 Updated Jun 15, 2016
  • Deep GPs with GPy

    Jupyter Notebook 23 8 Updated May 18, 2016
  • Matlab implementations of Gaussian processes and other machine learning tools.

    Matlab 37 35 Updated May 12, 2016
  • Collapsed Variational Bayes

    Jupyter Notebook 23 17 Updated Apr 22, 2016
  • Deep Gaussian Process software in MATLAB.

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

    Matlab 4 2 Updated Apr 21, 2016
  • Repository for Chained Gaussian Processes

    Jupyter Notebook 11 3 Updated Apr 12, 2016
  • Deep Gaussian Processes in matlab

    Matlab 40 17 Updated Apr 6, 2016
  • Multiple output Gaussian processes in MATLAB including the latent force model.

    Matlab 4 7 Updated Nov 21, 2015
  • Machine Learning Group Webpage

    CSS 2 Updated Oct 12, 2015
  • PANAMA and LIMMI models

    C++ 2 Updated Jun 23, 2015
  • gpsim

    Forked from lawrennd/gpsim

    Gaussian Process Single Input Motif software in MATLAB.

    Matlab 2 Updated Jun 8, 2015
  • Rank one Cholesky update in MATLAB.

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

    Matlab 2 5 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 2 Updated Jun 8, 2015
  • gp

    Forked from lawrennd/gp

    Gaussian process software in MATLAB.

    Matlab 1 2 Updated Jun 8, 2015
  • Faster GP-LVM software in MATLAB.

    Matlab 1 1 Updated Jun 8, 2015
  • ivm

    Forked from lawrennd/ivm

    MATLAB software for the Informative Vector Machine.

    Matlab 1 3 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 1 Updated Jun 8, 2015
  • MATLAB datasets repository.

    Matlab 1 3 Updated Jun 8, 2015
  • Machine learning tools in MATLAB

    Matlab 1 2 Updated Jun 8, 2015
  • MATLAB helper functions and constraint functions for optimization.

    Matlab 1 2 Updated Jun 8, 2015
  • kern

    Forked from lawrennd/kern

    Kernel toolbox for MATLAB.

    Matlab 1 3 Updated Jun 8, 2015