Alternatives and similar repositories for Awesome-Offline-Model-Based-Optimization

Users that are interested in Awesome-Offline-Model-Based-Optimization are comparing it to the libraries listed below

• siddarthk97 / bonet

  View on GitHub
  ☆14Nov 2, 2022Updated 3 years ago
• GGchen1997 / BDI

  View on GitHub
  This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…
  ☆14Jan 19, 2023Updated 3 years ago
• zhuyiyi-123 / SOO-Bench

  View on GitHub
  ☆30Dec 23, 2025Updated last month
• mila-iqia / ParetoFlow

  View on GitHub
  [ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬
  ☆26Mar 3, 2025Updated 11 months ago
• siddarthk97 / ddom

  View on GitHub
  ☆32Jul 10, 2023Updated 2 years ago
• mila-iqia / Design-Editing-for-Offline-MBO

  View on GitHub
  [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖
  ☆10Apr 17, 2025Updated 9 months ago
• GGchen1997 / GDW-NIPS2021

  View on GitHub
  This repository is the official implementation of Generalized Data Weighting via Class-level Gradient Manipulation (NeurIPS 2021)(http://…
  ☆24Oct 8, 2022Updated 3 years ago
• lamda-bbo / offline-moo

  View on GitHub
  Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".
  ☆24Jun 11, 2025Updated 8 months ago
• tung-nd / ExPT

  View on GitHub
  ☆18Mar 31, 2024Updated last year
• dbsxodud-11 / GTG

  View on GitHub
  Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)
  ☆21Aug 15, 2024Updated last year
• lamda-bbo / mcts-transfer

  View on GitHub
  Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".
  ☆12Nov 28, 2024Updated last year
• kaist-silab / design-baselines-fixes

  View on GitHub
  Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)
  ☆11Apr 30, 2023Updated 2 years ago
• rail-berkeley / design-baselines

  View on GitHub
  ☆24Feb 16, 2022Updated 4 years ago
• MachineLearningLifeScience / hdbo_benchmark

  View on GitHub
  Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"
  ☆16Feb 24, 2025Updated 11 months ago
• GFNOrg / multi-objective-gfn

  View on GitHub
  Code for "Multi-Objective GFlowNets"
  ☆17Jul 12, 2023Updated 2 years ago
• hsjang0 / LED-GFN

  View on GitHub
  Learning energy decompositions for partial inference in GFlowNets
  ☆16Jun 4, 2024Updated last year
• StevenYuan666 / Awesome-Diffusion-Models-for-NLP

  View on GitHub
  📰 Must-read papers on Diffusion Models for Text Generation 🔥
  ☆19Jun 21, 2024Updated last year
• lamda-bbo / MCTS-VS

  View on GitHub
  Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"
  ☆42Mar 6, 2023Updated 2 years ago
• Jaewoopudding / GTA

  View on GitHub
  Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.
  ☆29Nov 12, 2024Updated last year
• microsoft / MILP-Evolve

  View on GitHub
  Towards Foundation Models for Mixed Integer Linear Programming
  ☆15Feb 3, 2025Updated last year
• yunglau / QGFN

  View on GitHub
  QGFN: Controllable Greediness with Action Values - Code
  ☆11May 17, 2024Updated last year
• davidireland-iso / LeNSE

  View on GitHub
  ☆14Nov 26, 2022Updated 3 years ago
• rail-berkeley / design-bench

  View on GitHub
  ☆53Feb 16, 2022Updated 4 years ago
• DekuLiuTesla / LargeLightGaussian

  View on GitHub
  LightGaussian tailored for large-scale scene. Used by https://github.com/DekuLiuTesla/CityGaussian
  ☆12Oct 9, 2024Updated last year
• gaocrr / ELG

  View on GitHub
  Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…
  ☆24May 15, 2024Updated last year
• GFNOrg / gfn-diffusion

  View on GitHub
  ☆36Mar 29, 2025Updated 10 months ago
• MetaEvo / Symbol

  View on GitHub
  Python implementation of SYMBOL
  ☆17Feb 29, 2024Updated last year
• brandontrabucco / design-bench

  View on GitHub
  Benchmarks for Model-Based Optimization
  ☆97Apr 21, 2024Updated last year
• automl / PFNs4BO

  View on GitHub
  The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization
  ☆39Sep 18, 2025Updated 4 months ago
• heemangpark / LNS-PBS

  View on GitHub
  python implementation of "Multi-Goal Multi-Agent Pickup and Delivery"
  ☆13May 18, 2023Updated 2 years ago
• felicze / 3l-cvrp

  View on GitHub
  ☆25Jan 11, 2025Updated last year
• lamda-bbo / BBOPlace-Bench

  View on GitHub
  Official implementation of paper "BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement".
  ☆26Dec 19, 2025Updated last month
• Bilkent-CYBORG / VOPy

  View on GitHub
  A Framework for Black-box Vector Optimization
  ☆31Nov 19, 2025Updated 2 months ago
• MetaEvo / MetaBox

  View on GitHub
  MetaBox: Benchmarking Platform for Meta-Black-Box Optimization
  ☆157Oct 10, 2025Updated 4 months ago
• ai4co / camp

  View on GitHub
  [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems
  ☆30Dec 3, 2025Updated 2 months ago
• RoyalSkye / Routing-CNF

  View on GitHub
  [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"
  ☆21Nov 16, 2024Updated last year
• GradinaruLab / APPRAISE

  View on GitHub
  Rank binders by structure modeling
  ☆16Mar 10, 2025Updated 11 months ago
• MetaEvo / Awesome-MetaBBO

  View on GitHub
  A collection of MetaBBO papers and code sources
  ☆94Feb 6, 2026Updated last week
• tung-nd / TNP-pytorch

  View on GitHub
  Official implementation of Transformer Neural Processes
  ☆78Aug 21, 2022Updated 3 years ago