Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"
☆18Feb 24, 2025Updated last year
Alternatives and similar repositories for hdbo_benchmark
Users that are interested in hdbo_benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆40Feb 28, 2025Updated last year
- A library of discrete objectives☆27Oct 5, 2025Updated last year
- Pre-trained Gaussian processes for Bayesian optimization☆105Updated this week
- ☆14Nov 2, 2022Updated 3 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Dec 26, 2022Updated 3 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.
- 📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥☆30Jan 27, 2026Updated 8 months ago
- ☆19Jun 13, 2026Updated 3 months ago
- ☆31Dec 23, 2025Updated 9 months ago
- Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".☆13Nov 28, 2024Updated last year
- Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)☆23Aug 15, 2024Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆68May 9, 2024Updated 2 years ago
- [NeurIPS 24] Official Implementation (Pytorch) of "Inversion-based Latent Bayesian Optimization"☆10Nov 15, 2024Updated last year
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆46Jun 30, 2022Updated 4 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Aug 5, 2025Updated last year
- 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.
- ☆19Mar 31, 2024Updated 2 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆24Jun 29, 2025Updated last year
- ☆13Mar 17, 2024Updated 2 years ago
- ☆15Jun 12, 2024Updated 2 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
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆13Aug 8, 2025Updated last year
- Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'☆37Jun 4, 2021Updated 5 years ago
- ☆13Jan 25, 2026Updated 8 months ago
- ☆18Dec 6, 2021Updated 4 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.
- A Python implementation of a sum-product network with gaussian processes leafs model (SPNGP, arXiv:1809.04400)☆19Jun 29, 2023Updated 3 years ago
- Benchmarking☆36Nov 18, 2021Updated 4 years ago
- Regression datasets from the UCI repository with standardized test-train splits.☆55Jul 19, 2022Updated 4 years ago
- Surrogate benchmarks for HPO problems☆35May 26, 2025Updated last year
- Risk-averse Heteroscedastic Bayesian Optimization, NeurIPS 2021☆16Jan 11, 2022Updated 4 years ago
- Joint entropy search☆22Dec 7, 2022Updated 3 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆77May 19, 2024Updated 2 years ago
- pytasks is a modular and customizable microservice for running computational tasks on workers and viewing its results through a REST API.☆10Jun 21, 2025Updated last year
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Sep 23, 2017Updated 9 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.
- ☆34Jul 10, 2023Updated 3 years ago
- CANV: Co-Authorship Network Visualization.☆16Mar 10, 2024Updated 2 years ago
- This repository contains PyTorch implementations of various random feature maps for dot product kernels.☆22Jul 13, 2024Updated 2 years ago
- BaCaDI: Bayesian Causal Discovery with Unknown Interventions☆15Feb 23, 2023Updated 3 years ago
- ☆42Dec 9, 2025Updated 10 months ago
- [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen …☆10Apr 24, 2026Updated 5 months ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 3 years ago