model-based-optimization 开源项目推荐（9 个）

model-based-optimization 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。

9收录项目

482Star 总量

5覆盖语言

热门项目全部 9

GitHub 共 9 个仓库，已全部展示

HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

Toolbox for Bayesian Optimization and Model-Based Optimization in R

📰 [TMLR 2026 Survey Certification] Must-Read Papers on Offline Model-Based Optimization 🔥

Flexible Bayesian Optimization in R

Official code for paper: Conservative objective models are a special kind of contrastive divergence-based energy model

Conformal policy control for AI agents

Experience-Based Surrogate-Assisted Evolutionary Algorithm Framework for Expensive Optimization Problems.

Contains all relevant data of the 2023 GDP-Fucose paper.

A pure-MATLAB library for POPulation-based Large-Scale Black-Box Optimization (pop-lsbbo).

清单取自 GitHub 话题页并按 Star 数排序，每次展示前 9 个项目；原始页面见 https://github.com/topics/model-based-optimization。
该话题在 GitHub 上共有 9 个仓库，本站收录的是其中最热门的 9 个，不是全量列表。
Star / Fork 每日自动刷新一次，实时数据以 GitHub 为准。
当前 9 个项目累计 482 Star，覆盖 5 种主要语言，数据更新于 2026-11-10。
中文介绍来自 GitHub 官方话题说明（github/explore）的机器翻译，可点「查看原文」对照；译文缺失时会先展示原文。