Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole
☆20Dec 11, 2022Updated 3 years ago
Alternatives and similar repositories for branch2learn
Users that are interested in branch2learn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50May 31, 2021Updated 5 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Jul 19, 2021Updated 5 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆417Dec 21, 2021Updated 4 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆61Aug 11, 2023Updated 3 years ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆197Jul 21, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆19Apr 13, 2023Updated 3 years ago
- Code for "Strengthened and Faster Linear Approximation to Joint Chance Constraints with Wasserstein Ambiguity", INFORMS Journal of Comput…☆19Feb 26, 2025Updated last year
- ☆14Nov 19, 2021Updated 4 years ago
- A branch-and-bound ILP solver☆27Apr 22, 2019Updated 7 years ago
- MATLAB codes for multilevel optimal transport☆27May 27, 2019Updated 7 years ago
- [ICLR 2023 spotlight] "On Representing Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, W…☆38Sep 30, 2025Updated 11 months ago
- Implementation of a two-stage robust optimization algorithm in the capacity firming framework.☆22Oct 11, 2021Updated 4 years ago
- ☆11Aug 25, 2023Updated 3 years ago
- Extensible Combinatorial Optimization Learning Environments☆377Dec 20, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆13Aug 2, 2023Updated 3 years ago
- ☆16Jul 18, 2019Updated 7 years ago
- ☆23Oct 14, 2021Updated 4 years ago
- Source codes of our paper on "Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Ball…☆30Jul 31, 2021Updated 5 years ago
- Data and codes for the ANN-based electricity-gas dispatch article on Applied Energy (https://www.sciencedirect.com/science/article/pii/S0…☆27Feb 19, 2021Updated 5 years ago
- Bridging Chance-constrained and Robust Optimization in an Emission-aware Economic Dispatch with Energy Storage☆35Jul 12, 2024Updated 2 years ago
- Master Thesis Project for DRL in power system restoration using renewables☆23Oct 13, 2020Updated 5 years ago
- Real-time security-constrained economic dispatch (i.e. optimal power flow). This set of codes aims to provide a benchmark that mimics the…☆25Apr 3, 2023Updated 3 years ago
- A command line tool to query source code from your current Python env☆17Aug 5, 2026Updated 3 weeks 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.
- ☆11Apr 12, 2020Updated 6 years ago
- Solve the stochastic version of the Unit Commitment, a typical optimisation problem in power systems☆54Jan 5, 2023Updated 3 years ago
- Reinforcement learning for unit commitment☆69Aug 30, 2022Updated 4 years ago
- ☆11Apr 3, 2019Updated 7 years ago
- ☆24Jun 4, 2021Updated 5 years ago
- Optimal selection of location of distributed generation based on renewable energies in the standard reconfigured distribution network☆25May 6, 2019Updated 7 years ago
- Co-training for Policy Learning☆13Aug 8, 2019Updated 7 years ago
- Reinforcement Learning using the Actor-Critic framework for the L2RPN challenge (https://l2rpn.chalearn.org/ & https://competitions.codal…☆39Jul 15, 2019Updated 7 years ago
- Reinforcement Learning for Cut Selection☆12Dec 8, 2022Updated 3 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.
- Implementation of GNN ReLU branching strategies☆10Feb 13, 2021Updated 5 years ago
- IntelliHealer: An imitation and reinforcement learning platform for self-healing distribution networks☆34Oct 24, 2025Updated 10 months ago
- This project is the official implementation of ``Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation'' in PyTorch, wh…☆12Nov 4, 2022Updated 3 years ago
- ☆14Jan 25, 2026Updated 7 months ago
- Implementation of Optimization Techniques for Economic Dispatch of Power Systems☆38Oct 23, 2017Updated 8 years ago
- Some quick exploration of how k-means auto-encoders work☆10May 11, 2017Updated 9 years ago
- Code for a centralised State Estimation and a distributed State Estimation in Power Transmission Networks☆11Jul 11, 2021Updated 5 years ago