kirthevasank / mf-gp-ucbLinks
Multi-fidelity Gaussian Process Bandit Optimisation
☆39Updated 8 years ago
Alternatives and similar repositories for mf-gp-ucb
Users that are interested in mf-gp-ucb are comparing it to the libraries listed below
Sorting:
- Max-value Entropy Search for Efficient Bayesian Optimization☆78Updated 3 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 2 months ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆42Updated 6 years ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Updated 6 years ago
- ☆207Updated last year
- ☆23Updated 2 years ago
- Code repository for Ensemble Bayesian Optimization☆54Updated 6 years ago
- constrained/unconstrained multi-objective bayesian optimization package.☆47Updated 2 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆43Updated 4 years ago
- Multi-task Gaussian Process☆43Updated 10 years ago
- Bayesian neural network package☆151Updated 4 years ago
- Additive Gaussian Process Bandits - version 1.0☆27Updated 8 years ago
- Entropy Search for Information-Efficient Global Optimization - JMLR v13☆30Updated 8 years ago
- Simple implementation of the CGP-UCB algorithm.☆37Updated 5 years ago
- A set of real-world multi-objective optimization problems☆55Updated 4 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆40Updated 5 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆42Updated 2 years ago
- Bayesian Optimization of Combinatorial Structures☆97Updated 5 years ago
- Multiple output Gaussian processes in MATLAB including the latent force model.☆51Updated 9 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated 2 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆102Updated 5 years ago
- ☆12Updated 10 months ago
- Adaptive Model-based Transfer Evolutionary Algorithm☆13Updated 5 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- ☆13Updated 6 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆18Updated 3 years ago
- Bayesian optimization in high-dimensions via random embedding.☆115Updated 12 years ago