RaulAstudillo06 / BOFNLinks
Companion code release to "Bayesian Optimization of Function Networks", published in NeurIPS 2021.
☆11Updated 6 months ago
Alternatives and similar repositories for BOFN
Users that are interested in BOFN are comparing it to the libraries listed below
Sorting:
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆44Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆17Updated last year
- ☆201Updated last year
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆107Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆39Updated 5 years ago
- Experimental design and (multi-objective) bayesian optimization.☆299Updated last week
- ☆13Updated 5 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated last week
- Bayesian Committee Machines in Python with GPy and multiprocessing☆17Updated 6 years ago
- Code for replicating experiments from the paper, Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes, publi…☆13Updated 2 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆12Updated 3 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 6 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆11Updated 5 months ago
- A set of real-world multi-objective optimization problems☆51Updated 4 years ago
- Benchmarking☆30Updated 3 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆15Updated 3 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆58Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆52Updated 5 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆53Updated last year
- [ICLR 2021] Few Shot Bayesian Optimization☆20Updated 2 years ago
- Bayesian Optimization for Categorical and Continuous Inputs☆21Updated 5 years ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆13Updated 2 years ago
- ☆29Updated 4 months ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Updated 8 years ago
- Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"☆11Updated last year
- ☆12Updated 7 months ago