SheffieldML/advectionGP

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Created about 3 years ago
Updated 6 months ago

SheffieldML/advectionGP

SheffieldML

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A model of advection and diffusion to determine pollution sources using a fourier GP approximation

GPy

Gaussian processes framework in python

GPyOpt

Gaussian Process Optimization using GPy

Jupyter Notebook

PyDeepGP

Deep Gaussian Processes in Python

notebook

Collection of jupyter notebooks for demonstrating software.

Jupyter Notebook

GPmat

Matlab implementations of Gaussian processes and other machine learning tools.

deepGP

Deep Gaussian Processes in matlab

vargplvm

Bayesian GPLVM in MATLAB and R

GPclust

Collapsed Variational Bayes

Jupyter Notebook

GPc

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

multigp

Multiple output Gaussian processes in MATLAB including the latent force model.

deepGPy

Deep GPs with GPy

Jupyter Notebook

collab

Collaborative filtering with the GP-LVM

SGPLVM

Gaussian process latent variable models with shared latent spaces (SGPLVM)

hgplvm

Hierarchical Gaussian process latent variable model.

ChainedGP

Repository for Chained Gaussian Processes

Jupyter Notebook

TVB

A variational method that looks like EP

sheffieldml.github.io

Machine Learning Group Webpage

gprege

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

gpy_examples

Examples for using the GPy software.

meu

Maximum Entropy Unfolding

ndlml

Legacy swig wrapper for GPc code used for collab experiments.

advectionGPdatasets

Access and manipulation of datasets for the advectionGP model.

Jupyter Notebook