Alternatives and similar repositories for GNN-MILP:

Users that are interested in GNN-MILP are comparing it to the libraries listed below

• sribdcn / Predict-and-Search_MILP_method
  Predict and search framework for MilP
  ☆48Updated 2 years ago
• lyeskhalil / mipGNN
  ☆24Updated 3 years ago
• ds4dm / branch-search-trees
  Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)
  ☆67Updated 3 years ago
• ds4dm / learn2branch-ecole
  Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
  ☆34Updated 5 months ago
• google-deepmind / neural_lns
  ☆42Updated 3 years ago
• pg2455 / Hybrid-learn2branch
  Hybrid Models for Learning to Branch (NeurIPS 2020)
  ☆49Updated 3 years ago
• LOGO-CUHKSZ / ASP
  ☆23Updated last year
• WXY1427 / Learn-LNS-policy
  ☆31Updated 2 years ago
• khalil-research / Neur2SP
  Neur2SP: Neural Two-Stage Stochastic Programming
  ☆38Updated last year
• liujl11git / GNN-LP
  [ICLR 2023 spotlight] "On Representing Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, W…
  ☆30Updated last year
• MIRALab-USTC / L2O-G2MILP
  This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.
  ☆29Updated 4 months ago
• lascavana / rl2branch
  ☆17Updated 4 months ago
• yunzhuangshen / PB-DFS
  ☆11Updated 3 years ago
• RoyalSkye / Omni-VRP
  [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"
  ☆48Updated last year
• Thinklab-SJTU / PPO-BiHyb
  Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".
  ☆97Updated last year
• liangxinedu / NeuroLKH
  ☆72Updated 2 years ago
• wouterkool / dpdp
  DPDP
  ☆99Updated 2 years ago
• jiang-yuan / Learning-routing-DRO
  ☆19Updated 2 years ago
• DIMESTeam / DIMES
  ☆40Updated 2 weeks ago
• naver / bq-nco
  ☆35Updated last year
• Opt-Mucca / Adaptive-Cutsel-MILP
  Adaptive Cut Selection in Mixed-Integer Linear Programming
  ☆13Updated last year
• Wenbo11 / learntocut
  Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'
  ☆35Updated 5 years ago
• mouadmorabit / MLColumnSelection
  Machine-learning-based column selection
  ☆35Updated 3 years ago
• Stalence / erdos_neu
  Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"
  ☆48Updated 2 years ago
• tumBAIS / euro-meets-neurips-2022
  ☆42Updated 8 months ago
• mit-wu-lab / learning-to-delegate
  [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
  ☆80Updated 3 years ago
• jieyibi / AMDKD
  The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…
  ☆52Updated 8 months ago
• tomdbar / eco-dqn
  Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".
  ☆81Updated 4 years ago
• Zhengzhong-You / RouteOpt
  RouteOpt
  ☆27Updated 2 weeks ago
• ben-hudson / pylkh
  A super simple Python wrapper for the constrained traveling salesman and vehicle routing problem solver LKH-3.
  ☆35Updated last year