sgalee2

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

iterativeGP

Comparisons for Iterative GPs in GPyTorch

uci_data_loader

randomised_igp

Implementation of random algorithms for Iterative Gaussian Process regression

sgp-bae

lia-model-project

preconditioning_gp_systems

mogptk

Multi-Output Gaussian Process Toolkit

football_analytics

⚽📊 A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

video-preprocessing

tyrone_mings

bayesian_benchmarks

A community repository for benchmarking Bayesian methods

Randomly-Pivoted-Cholesky

Code for the paper "Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations"

bolt

10x faster matrix and vector operations

LIA

[ICLR 22] Latent Image Animator: Learning to Animate Images via Latent Space Navigation

benchmarking-preconditioners-for-gp

Repository for studies into benchmarking system preconditioners for Gaussian Process regression models

benchmarking_iterative_gps

conjugate-gradients-tests

data-sets

An archive of data-sets for regression & classification tasks

sgalee2.github.io

GPy

Gaussian processes framework in python

personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

preconditioned_GPs

Preconditioning Kernel Matrices