Bayesian optimization in high-dimensions via random embedding.
☆116Aug 4, 2013Updated 13 years ago
Alternatives and similar repositories for rembo
Users that are interested in rembo 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☆45Sep 7, 2021Updated 5 years ago
- Python implementation of REMBO built on GPyTorch.☆18Jul 11, 2020Updated 6 years ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Dec 30, 2018Updated 7 years ago
- ☆19Apr 15, 2022Updated 4 years ago
- Bayesian optimization with the Gaussian process assumption☆30Apr 25, 2016Updated 10 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆239Jul 25, 2024Updated 2 years ago
- A lightweight MATLAB implementation of Bayesian Optimization for Hyperparamter optimization with or without constraints.☆22Nov 1, 2017Updated 8 years ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆40Nov 27, 2016Updated 9 years ago
- NeurIPS 2019 Paper☆12Dec 9, 2019Updated 6 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆45Mar 6, 2023Updated 3 years ago
- MATLAB implementation of my Bayesian Optimization algorithms☆12Mar 17, 2018Updated 8 years ago
- Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems☆19May 21, 2018Updated 8 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆53Sep 16, 2021Updated 5 years ago
- Feature Selection by Optimized LASSO algorithm☆17May 3, 2017Updated 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.
- Scalable Log Determinants for Gaussian Process Kernel Learning (https://arxiv.org/abs/1711.03481) (NIPS 2017)☆18Nov 10, 2017Updated 8 years ago
- code for "Efficient Optimization for Sparse Gaussian Process Regression"☆21Nov 15, 2013Updated 12 years ago
- Sampling via Moment Sharing☆11Jul 29, 2015Updated 11 years ago
- Implementation of the paper: "High-dimensional Bayesian optimization using low-dimensional feature spaces".☆21Sep 11, 2020Updated 6 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆18Feb 24, 2025Updated last year
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 5 years ago
- Matlab Copula Toolbox☆44May 19, 2019Updated 7 years ago
- GPareto cran package☆18Feb 8, 2026Updated 8 months ago
- Implementation of Bayesian PCA [Bishop][1999] And Bayesian Kernel PCA☆13Jan 13, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.☆438Mar 14, 2023Updated 3 years ago
- A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid struc…☆14Dec 12, 2022Updated 3 years ago
- Multifidelity Kriging, Efficient Global Optimization☆18Nov 20, 2018Updated 7 years ago
- Bayesian Optimization using GPflow☆276Dec 2, 2020Updated 5 years ago
- Reference implementation of Optimistic Expected Improvement.☆50May 17, 2020Updated 6 years ago
- Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB☆271Dec 5, 2025Updated 10 months ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13May 8, 2019Updated 7 years ago
- Scalable Gaussian Process Regression with Derivatives☆39Dec 13, 2018Updated 7 years ago
- Implementations of various random kitchen sinks algorithms.☆14Feb 25, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 4 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Aug 21, 2023Updated 3 years ago
- Exploring differentiation with respect to hyperparameters☆297Jan 15, 2016Updated 10 years ago
- The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which i…☆45Jan 13, 2026Updated 8 months ago
- Standard Material Point Method 2D code for beginners☆14Aug 7, 2021Updated 5 years ago
- Surrogate Optimization Toolbox for Python☆217Oct 27, 2021Updated 4 years ago
- Bayesian Optimization of Combinatorial Structures☆105Oct 25, 2019Updated 6 years ago