Extensible Combinatorial Optimization Learning Environments
☆364Dec 20, 2025Updated 3 months ago
Alternatives and similar repositories for ecole
Users that are interested in ecole are comparing it to the libraries listed below
Sorting:
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆404Dec 21, 2021Updated 4 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆138Aug 29, 2022Updated 3 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆51May 31, 2021Updated 4 years ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆186Dec 8, 2025Updated 3 months ago
- ☆24Jun 4, 2021Updated 4 years ago
- Environments for OR and RL Research☆434Oct 12, 2023Updated 2 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆58Aug 11, 2023Updated 2 years ago
- ☆12Sep 15, 2021Updated 4 years ago
- Python interface for the SCIP Optimization Suite☆975Updated this week
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆202Jul 29, 2020Updated 5 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Jul 19, 2021Updated 4 years ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆38Mar 15, 2023Updated 3 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆49Aug 26, 2024Updated last year
- Awesome machine learning for combinatorial optimization papers.☆2,088Nov 7, 2025Updated 4 months ago
- ☆20Oct 4, 2024Updated last year
- ☆50Feb 3, 2022Updated 4 years ago
- Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole☆20Dec 11, 2022Updated 3 years ago
- 1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task☆29Apr 23, 2023Updated 2 years ago
- A benchmarking suite for maximum independent set solvers.☆52Feb 3, 2024Updated 2 years ago
- Predict and search framework for MilP☆66Nov 20, 2022Updated 3 years ago
- The MIP Workshop 2023 Computational Competition☆40Feb 2, 2024Updated 2 years ago
- A branch-and-bound ILP solver☆27Apr 22, 2019Updated 6 years ago
- ☆11May 21, 2019Updated 6 years ago
- Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".☆28Feb 16, 2020Updated 6 years ago
- SCIP - Solving Constraint Integer Programs☆573Mar 12, 2026Updated last week
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆330Feb 10, 2022Updated 4 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Nov 2, 2020Updated 5 years ago
- The Machine Learning Optimizer☆103Feb 10, 2023Updated 3 years ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆645Feb 24, 2026Updated 3 weeks ago
- [NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut☆21Mar 1, 2024Updated 2 years ago
- ☆35Sep 18, 2022Updated 3 years ago
- Attention based model for learning to solve different routing problems☆1,344Aug 4, 2024Updated last year
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Oct 23, 2020Updated 5 years ago
- Reinforcement Learning for Cut Selection☆12Dec 8, 2022Updated 3 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆241Aug 26, 2021Updated 4 years ago
- Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solve…☆349Dec 21, 2021Updated 4 years ago
- ☆19Apr 13, 2023Updated 2 years ago
- Extensible Julia/JuMP optimization package for Security-Constrained Unit Commitment (SCUC)☆136Mar 11, 2026Updated last week
- Generators for Combinatorial Optimization☆19May 16, 2023Updated 2 years ago