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add-gp-bandits

Additive Gaussian Process Bandits - version 1.0

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dragonfly

An open source python library for scalable Bayesian optimisation.

dragonfly-experiments

Experiments presented in the paper "Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly"

dragonfly_chemist

DOE framework for joint molecular optimization and synthesis

gp-parallel-ts

Parallelised Thompson Sampling in GPs for Bayesian Optimisation

if-estimators

Estimators for Information Theoretic Functionals using Influence Functions

jmlr-aspell

Aspell settings and word list for TeX files about machine learning.

local-poly-reg

Matlab implementation of Locally polynomial regression using Gaussian and Legendre kernels

mf-gp-ucb

Multi-fidelity Gaussian Process Bandit Optimisation

mps

Myopic Posterior Sampling for Adaptive Bayesian Design of Experiments

nasbot

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

nasbot-datasets

salsa

SALSA: Additive approximations in high dimensional nonparametric regression.