Pinned Repositories
dragonfly
An open source python library for scalable Bayesian optimisation.
add-gp-bandits
Additive Gaussian Process Bandits - version 1.0
dragonfly
An open source python library for scalable Bayesian optimisation.
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
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
salsa
SALSA: Additive approximations in high dimensional nonparametric regression.
kirthevasank's Repositories
kirthevasank/nasbot
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
kirthevasank/mf-gp-ucb
Multi-fidelity Gaussian Process Bandit Optimisation
kirthevasank/gp-parallel-ts
Parallelised Thompson Sampling in GPs for Bayesian Optimisation
kirthevasank/add-gp-bandits
Additive Gaussian Process Bandits - version 1.0
kirthevasank/if-estimators
Estimators for Information Theoretic Functionals using Influence Functions
kirthevasank/salsa
SALSA: Additive approximations in high dimensional nonparametric regression.
kirthevasank/dragonfly
An open source python library for scalable Bayesian optimisation.
kirthevasank/mps
Myopic Posterior Sampling for Adaptive Bayesian Design of Experiments
kirthevasank/dragonfly_chemist
DOE framework for joint molecular optimization and synthesis
kirthevasank/local-poly-reg
Matlab implementation of Locally polynomial regression using Gaussian and Legendre kernels
kirthevasank/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.
kirthevasank/dragonfly-experiments
Experiments presented in the paper "Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly"
kirthevasank/jmlr-aspell
Aspell settings and word list for TeX files about machine learning.
kirthevasank/nasbot-datasets