georgedeath / egreedyLinks
Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation
☆10Updated 4 years ago
Alternatives and similar repositories for egreedy
Users that are interested in egreedy are comparing it to the libraries listed below
Sorting:
- [NeurIPS DBT 2021] HPO-B☆41Updated last month
- Bayesian Neural Network Surrogates for Bayesian Optimization☆65Updated last year
- ☆23Updated 3 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 5 months ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆52Updated 6 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆15Updated 10 months ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 5 months ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆14Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆51Updated 4 years ago
- ☆14Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆37Updated 3 months ago
- ☆217Updated last year
- Max-value Entropy Search for Efficient Bayesian Optimization☆80Updated 3 years ago
- ☆14Updated 6 years ago
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆10Updated 3 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆32Updated 2 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆67Updated 3 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated 2 years ago
- A set of real-world multi-objective optimization problems☆56Updated 4 years ago
- Risk-averse Heteroscedastic Bayesian Optimization, NeurIPS 2021☆16Updated 3 years ago
- NeurIPS 2019 Paper☆11Updated 6 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13Updated 6 years ago
- Joint entropy search☆20Updated 3 years ago
- Bayesian Optimization for Categorical and Continuous Inputs☆21Updated 5 years ago
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆14Updated 3 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Updated 4 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Updated 4 months ago
- Code for the NeurIPS 2020 paper: "Federated Bayesian Optimization via Thompson Sampling"☆26Updated 5 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆18Updated 3 years ago