martinjankowiak / saasboLinks
SAASBO: a package for high-dimensional bayesian optimization
☆45Updated 4 years ago
Alternatives and similar repositories for saasbo
Users that are interested in saasbo are comparing it to the libraries listed below
Sorting:
- Bayesian Neural Network Surrogates for Bayesian Optimization☆57Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆14Updated 6 months ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆60Updated 2 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 2 months ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆15Updated 2 months ago
- ☆30Updated 6 months ago
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆32Updated 4 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 6 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆107Updated 2 years ago
- ☆12Updated 9 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆74Updated 2 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆19Updated last year
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆13Updated last month
- Python Library for Generalized Gaussian Process Modeling☆25Updated 5 months ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Updated last month
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆55Updated 3 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆102Updated 5 years ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆11Updated 3 years ago
- ☆206Updated last year
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- A Bayesian optimization toolbox built on TensorFlow☆240Updated last week
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Updated 4 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆77Updated 3 years ago
- ☆23Updated 2 years ago
- List of papers on robust Bayesian optimization☆17Updated 3 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Pre-trained Gaussian processes for Bayesian optimization☆96Updated 5 months ago
- The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural …☆15Updated 2 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆73Updated 4 years ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆13Updated 2 years ago