Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks
☆23Jun 29, 2025Updated 10 months ago
Alternatives and similar repositories for Standard-GP-is-all-you-need-for-HDBO
Users that are interested in Standard-GP-is-all-you-need-for-HDBO 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
- SAASBO: a package for high-dimensional bayesian optimization☆53Sep 16, 2021Updated 4 years ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 4 years ago
- NeurIPS 2019 Paper☆12Dec 9, 2019Updated 6 years ago
- GPareto cran package☆18Feb 8, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- code for BINOCULARS and Multi-Step BO☆12Dec 7, 2020Updated 5 years ago
- ☆39Feb 28, 2025Updated last year
- ☆19Apr 15, 2022Updated 4 years ago
- Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library☆21Jun 25, 2018Updated 7 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆20Jul 17, 2025Updated 9 months ago
- ☆18Oct 23, 2024Updated last year
- Batched Energy-Entropy acquisition for Bayesian Optimization (NeurIPS 2024)☆10Jan 6, 2025Updated last year
- Collection of open source hypervolume codes that have been standardized to work with the MOEA Framework.☆13Apr 6, 2024Updated 2 years ago
- Unifying sparse approximations for Gaussian process regression and classification, using Power EP☆22Oct 17, 2016Updated 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Sep 23, 2017Updated 8 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Nov 3, 2021Updated 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
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Oct 18, 2022Updated 3 years ago
- ☆31Sep 17, 2024Updated last year
- Mathematical Modeling Toolbox with R☆18Dec 5, 2025Updated 5 months ago
- Uncertainty Quantification for Materials Property Prediction: a Benchmark Study☆17Aug 19, 2024Updated last year
- Code for Heaton et al (in JABES, 2018)☆33Dec 22, 2018Updated 7 years ago
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆14Aug 8, 2025Updated 9 months 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.
- Code for the NeurIPS 2020 paper: "Federated Bayesian Optimization via Thompson Sampling"☆26Nov 6, 2020Updated 5 years ago
- Python Library for Generalized Gaussian Process Modeling☆27Mar 31, 2025Updated last year
- Reference implementation of Optimistic Expected Improvement.☆49May 17, 2020Updated 5 years ago
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆13Nov 27, 2020Updated 5 years ago
- ☆13Jan 16, 2019Updated 7 years ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- ☆230Jul 25, 2024Updated last year
- Abstraction and Reasoning Corpus☆14Nov 22, 2022Updated 3 years ago
- ☆40Oct 10, 2025Updated 7 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆43Jun 8, 2019Updated 6 years ago
- This notebook presents an example of the equal risk pricing framework with deep hedging from my paper Carbonneau, A. and Godin, F. (2020)…☆15Oct 15, 2021Updated 4 years ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆107Dec 18, 2024Updated last year
- ☆14Jun 30, 2017Updated 8 years ago
- Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.☆23Jul 30, 2024Updated last year
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13May 8, 2019Updated 7 years ago
- Example code to speed up GP inference with gradients for high-dimensional inputs.☆14Jul 12, 2021Updated 4 years ago