ds4dm / learn2branch-ecole
Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
☆36Updated 7 months ago
Alternatives and similar repositories for learn2branch-ecole:
Users that are interested in learn2branch-ecole are comparing it to the libraries listed below
- Predict and search framework for MilP☆52Updated 2 years ago
- ☆31Updated 2 years ago
- ☆26Updated 3 years ago
- ☆46Updated 3 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆48Updated last year
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Updated 3 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 3 years ago
- ☆11Updated 3 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆43Updated 2 years ago
- Reinforcement Learning for Cut Selection☆11Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆31Updated 6 months ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆98Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- ☆42Updated 2 months ago
- ☆23Updated last year
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆39Updated last year
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆55Updated last year
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆133Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆67Updated 8 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆65Updated 3 weeks ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆62Updated 2 months ago
- ☆39Updated last year
- [ICLR 2023 spotlight] "On Representing Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, W…☆35Updated last year
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆195Updated 7 months ago
- ☆16Updated 2 years ago
- ☆51Updated 3 years ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆37Updated last month
- ☆18Updated 6 months ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆98Updated 10 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆82Updated 2 months ago