[ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin.
☆60Aug 11, 2023Updated 2 years ago
Alternatives and similar repositories for GNN-MILP
Users that are interested in GNN-MILP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2023 spotlight] "On Representing Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, W…☆37Sep 30, 2025Updated 7 months ago
- Predict and search framework for MilP☆68Nov 20, 2022Updated 3 years ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆46Jul 10, 2023Updated 2 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆407Dec 21, 2021Updated 4 years ago
- ☆12Feb 26, 2024Updated 2 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.
- ☆13Aug 2, 2023Updated 2 years ago
- Extensible Combinatorial Optimization Learning Environments☆368Dec 20, 2025Updated 5 months ago
- ☆51Feb 3, 2022Updated 4 years ago
- [NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut☆21Mar 1, 2024Updated 2 years ago
- Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole☆20Dec 11, 2022Updated 3 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆51May 31, 2021Updated 4 years ago
- Reinforcement Learning for Cut Selection☆12Dec 8, 2022Updated 3 years ago
- Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers…☆20Oct 23, 2024Updated last year
- ☆24Feb 8, 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.
- Official python implementation for ICML 2024: "Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem"☆17Jul 1, 2024Updated last year
- The official implementation of DIG-MILP☆14Oct 27, 2023Updated 2 years ago
- ☆24Jun 4, 2021Updated 4 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆65May 12, 2023Updated 3 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 3 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67May 30, 2023Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆36Oct 3, 2024Updated last year
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆138Aug 29, 2022Updated 3 years ago
- Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generatio…☆14Jan 3, 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.
- ☆14Jun 8, 2023Updated 2 years ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆191Updated this week
- ☆17Apr 27, 2026Updated 3 weeks ago
- RLVR for LLMs in optimization modeling☆55Apr 15, 2026Updated last month
- ☆22Oct 4, 2024Updated last year
- Extensible Julia/JuMP optimization package for Security-Constrained Unit Commitment (SCUC)☆141Updated this week
- This is the code of DiffILO, an unsupervised learning approach for predicting solutions to Integer Linear Programs (ILPs).☆38Oct 24, 2025Updated 7 months ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆21May 16, 2024Updated 2 years ago
- Multivariate copulas for uncertainty modelling in power systems☆17Apr 19, 2024Updated 2 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.
- A generator for synthetic container flows at maritime container terminals with a focus on yard operations☆17Mar 30, 2026Updated last month
- ☆27Mar 25, 2026Updated 2 months ago
- Bound Tightening for AC Optimal Power Flow in Python using Gurobi☆32May 10, 2017Updated 9 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 2 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 2 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,122Updated this week