The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces
☆43Jun 8, 2019Updated 6 years ago
Alternatives and similar repositories for HesBO
Users that are interested in HesBO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆43Sep 7, 2021Updated 4 years ago
- ☆19Dec 29, 2018Updated 7 years ago
- NeurIPS 2019 Paper☆12Dec 9, 2019Updated 6 years ago
- Code repository for Ensemble Bayesian Optimization☆59Jul 18, 2019Updated 6 years ago
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆275Feb 4, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆231Jul 25, 2024Updated last year
- ☆19Apr 15, 2022Updated 4 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆42Mar 6, 2023Updated 3 years ago
- Code for Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization.☆21Aug 20, 2021Updated 4 years ago
- PyTorch implementation of "Weight Uncertainties in Neural Networks" (Bayes-by-Backprop)☆15Sep 10, 2018Updated 7 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆35Feb 3, 2023Updated 3 years ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Dec 30, 2018Updated 7 years ago
- Multi-Information Source Optimization☆24May 15, 2019Updated 7 years ago
- Bayesian optimization in high-dimensions via random embedding.☆116Aug 4, 2013Updated 12 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for replicating experiments from the paper, Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes, publi…☆13Jun 22, 2023Updated 2 years ago
- Reproducible code for paper "qEUBO A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization" from AISTATS 2023☆22Mar 24, 2023Updated 3 years ago
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆12Mar 24, 2023Updated 3 years ago
- ☆45Oct 30, 2022Updated 3 years ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆53Sep 16, 2021Updated 4 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆23Jun 29, 2025Updated 10 months ago
- ☆27Oct 25, 2019Updated 6 years ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Nov 27, 2016Updated 9 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official PyTorch Implementation for Advancing Bayesian Optimization via Learning Correlated Latent Space (CoBO)☆18Apr 22, 2025Updated last year
- Bayesian Optimization using GPflow☆275Dec 2, 2020Updated 5 years ago
- A set of real-world multi-objective optimization problems☆61May 29, 2021Updated 4 years ago
- Numerical Black-Box Optimization Benchmarking Framework☆297Dec 9, 2025Updated 5 months ago
- Batched Energy-Entropy acquisition for Bayesian Optimization (NeurIPS 2024)☆11Jan 6, 2025Updated last year
- Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks☆160Jun 30, 2021Updated 4 years ago
- Benchmark functions for Bayesian optimization☆37Mar 12, 2024Updated 2 years ago
- code for BINOCULARS and Multi-Step BO☆12Dec 7, 2020Updated 5 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆81Apr 7, 2026Updated last month
- Stochastic Gradient MCMC algorithms implemented in theano (and autograd)☆10Jan 24, 2017Updated 9 years ago
- ☆51Jul 25, 2024Updated last year
- BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.☆433Mar 14, 2023Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Oct 18, 2022Updated 3 years ago
- ☆24Feb 16, 2022Updated 4 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Sep 23, 2017Updated 8 years ago