[TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy
☆20Jul 17, 2025Updated last year
Alternatives and similar repositories for cma-meta-algorithm
Users that are interested in cma-meta-algorithm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆22Jan 5, 2024Updated 2 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆20Oct 5, 2022Updated 4 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆54Sep 16, 2021Updated 5 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆45Sep 7, 2021Updated 5 years ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 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.
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13May 8, 2019Updated 7 years ago
- ☆19Nov 30, 2025Updated 10 months ago
- (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization☆34Mar 20, 2024Updated 2 years ago
- [ICML 2024] Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints☆11May 18, 2024Updated 2 years ago
- NeurIPS 2019 Paper☆12Dec 9, 2019Updated 6 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆24Jun 29, 2025Updated last year
- GPareto cran package☆18Feb 8, 2026Updated 8 months 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
- [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
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Bayesian Optimization with Density-Ratio Estimation☆23Dec 26, 2022Updated 3 years ago
- code for BINOCULARS and Multi-Step BO☆12Dec 7, 2020Updated 5 years ago
- This repository contains the code and slides associated with the Sargent Centre PSE Summer School on Bayesian Optimization held in Septem…☆16Sep 2, 2024Updated 2 years ago
- ☆15May 18, 2025Updated last year
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆16Feb 15, 2026Updated 8 months ago
- Multi-fidelity probability machine learning☆22Apr 25, 2026Updated 6 months ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆37Sep 23, 2017Updated 9 years ago
- Pre-trained Gaussian processes for Bayesian optimization☆108Oct 7, 2026Updated 3 weeks ago
- Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"☆19Apr 30, 2024Updated 2 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.
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆13Aug 8, 2025Updated last year
- ☆40Feb 28, 2025Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆18Feb 24, 2025Updated last year
- A set of real-world multi-objective optimization problems☆61Aug 26, 2026Updated 2 months ago
- NUBO is a Bayesian optimisation framework for the optimisation of expensive-to-evaluate black-box functions developed by the Fluid Dynami…☆15Sep 11, 2025Updated last year
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆79Oct 18, 2022Updated 4 years ago
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Sep 30, 2022Updated 4 years ago
- Collection of open source hypervolume codes that have been standardized to work with the MOEA Framework.☆13Apr 6, 2024Updated 2 years ago
- Batch Pareto optimal Thompson sampling☆15Sep 26, 2026Updated last month
- 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.
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆42Apr 24, 2020Updated 6 years ago
- Bayesian neural network package☆154Jul 6, 2021Updated 5 years ago
- ☆238Jul 25, 2024Updated 2 years ago
- ☆15Feb 20, 2026Updated 8 months ago
- FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks☆14Mar 12, 2023Updated 3 years ago
- Additive Gaussian Process Bandits - version 1.0☆29Nov 29, 2016Updated 9 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Feb 9, 2024Updated 2 years ago