Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks
☆23Jun 29, 2025Updated 11 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☆44Sep 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 5 years ago
- NeurIPS 2019 Paper☆12Dec 9, 2019Updated 6 years ago
- code for BINOCULARS and Multi-Step BO☆12Dec 7, 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.
- ☆39Feb 28, 2025Updated last year
- 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 11 months ago
- ☆18Oct 23, 2024Updated last year
- Collection of open source hypervolume codes that have been standardized to work with the MOEA Framework.☆13Apr 6, 2024Updated 2 years ago
- code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"☆30Jul 9, 2018Updated 7 years ago
- Batched Energy-Entropy acquisition for Bayesian Optimization (NeurIPS 2024)☆11Jan 6, 2025Updated last year
- Unifying sparse approximations for Gaussian process regression and classification, using Power EP☆22Oct 17, 2016Updated 9 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆24Apr 20, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Uncertainty Quantification for Materials Property Prediction: a Benchmark Study☆17Aug 19, 2024Updated last year
- ☆14Jan 10, 2021Updated 5 years ago
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆13Aug 8, 2025Updated 10 months ago
- Python Library for Generalized Gaussian Process Modeling☆27Jun 12, 2026Updated last week
- Reference implementation of Optimistic Expected Improvement.☆49May 17, 2020Updated 6 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
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Bridge Python and TypeScript with ease. Use simple decorators to expose Python functions, methods, and classes to TypeScript with full ty…☆23Mar 7, 2025Updated last year
- ☆233Jul 25, 2024Updated last year
- ☆42Jun 10, 2026Updated last week
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆43Jun 8, 2019Updated 7 years ago
- Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"☆112Dec 18, 2024Updated last year
- 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
- Pre-trained Gaussian processes for Bayesian optimization☆103Jan 9, 2026Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆11Aug 19, 2024Updated last year
- A novel approach for transformer model introspection that enables saving, compressing, and manipulating internal thought states for advan…☆33Mar 22, 2026Updated 3 months ago
- Implementations of various random kitchen sinks algorithms.☆14Feb 25, 2020Updated 6 years ago
- ☆12Jan 16, 2024Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆68May 9, 2024Updated 2 years ago
- ☆19Jan 18, 2026Updated 5 months ago
- ☆11Feb 8, 2023Updated 3 years ago