ds4dm / ml4co-competitionLinks
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
☆137Updated 3 years ago
Alternatives and similar repositories for ml4co-competition
Users that are interested in ml4co-competition are comparing it to the libraries listed below
Sorting:
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 4 years ago
- Extensible Combinatorial Optimization Learning Environments☆352Updated 4 months ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆380Updated 3 years ago
- ☆27Updated 4 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆235Updated 4 years ago
- ☆18Updated 11 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆43Updated last year
- ☆49Updated 3 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆151Updated 5 years ago
- ☆41Updated last month
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆220Updated last year
- ☆34Updated 3 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆69Updated 4 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 5 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆52Updated 2 years ago
- Combining Reinforcement Learning with Integer Programming for Robust Scheduling☆27Updated last year
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 3 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆28Updated 4 years ago
- Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.☆13Updated 2 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆66Updated 2 years ago
- Code for TSP Transformer☆190Updated 4 years ago
- Predict and search framework for MilP☆59Updated 2 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆34Updated 4 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆84Updated 4 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 3 years ago
- ☆23Updated last year
- ☆11Updated 4 years ago