Gaussian processes framework in python
Gaussian Process Optimization using GPy
Bayesian GPLVM in MATLAB and R
Code for the Kappenball game and other code from my 2012 lecture on uncertainty.
Stores details of projects for the repo.
Collection of jupyter notebooks for demonstrating software.
Deep GPs with GPy
Matlab implementations of Gaussian processes and other machine learning tools.
Collapsed Variational Bayes
Deep Gaussian Process software in MATLAB.
Hierarchical Gaussian process latent variable model.
Repository for Chained Gaussian Processes
Deep Gaussian Processes in matlab
Multiple output Gaussian processes in MATLAB including the latent force model.
Machine Learning Group Webpage
PANAMA and LIMMI models
Gaussian Process Single Input Motif software in MATLAB.
Rank one Cholesky update in MATLAB.
General utilities for MATLAB.
Noise models implemented in MATLAB.
Gaussian processes tool-kit: An R package for GP regression.
Gaussian process software in MATLAB.
Faster GP-LVM software in MATLAB.
MATLAB software for the Informative Vector Machine.
prior distributions in MATLAB.
Gene target ranking by driven input single input motif Matlab code.
MATLAB datasets repository.
Machine learning tools in MATLAB
MATLAB helper functions and constraint functions for optimization.
Kernel toolbox for MATLAB.