Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
☆139Aug 29, 2022Updated 4 years ago
Alternatives and similar repositories for ml4co-competition
Users that are interested in ml4co-competition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Extensible Combinatorial Optimization Learning Environments☆378Dec 20, 2025Updated 9 months ago
- Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.☆14Oct 28, 2022Updated 3 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆417Dec 21, 2021Updated 4 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50May 31, 2021Updated 5 years ago
- ☆34Sep 18, 2022Updated 4 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.
- 1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task☆29Apr 23, 2023Updated 3 years ago
- ☆55Feb 3, 2022Updated 4 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,168Jul 19, 2026Updated 2 months ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆197Jul 21, 2026Updated 2 months ago
- Predict and search framework for MilP☆71Nov 20, 2022Updated 3 years ago
- ☆22Oct 4, 2024Updated last year
- [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
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆50Aug 26, 2024Updated 2 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆106Apr 19, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python interface for the SCIP Optimization Suite☆994Sep 16, 2026Updated last week
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆73Apr 28, 2022Updated 4 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"☆19Mar 15, 2024Updated 2 years ago
- ☆31May 22, 2023Updated 3 years ago
- Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole☆20Dec 11, 2022Updated 3 years ago
- PyTorch implementation for the Deep Symbolic Simplification Without Human Knowledge☆14Feb 25, 2021Updated 5 years ago
- ☆133Nov 7, 2022Updated 3 years ago
- ☆162Feb 13, 2024Updated 2 years 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.
- PyTorch implementation for PaLM: A Hybrid Parser and Language Model.☆10Jan 7, 2020Updated 6 years ago
- Recursive Bayesian Networks☆11May 11, 2025Updated last year
- ☆14Sep 14, 2026Updated last week
- This is the code of DiffILO, an unsupervised learning approach for predicting solutions to Integer Linear Programs (ILPs).☆39Oct 24, 2025Updated 11 months ago
- Environments for OR and RL Research☆455Oct 12, 2023Updated 2 years ago
- A survey on machine learning for combinatorial optimization.☆12Dec 27, 2021Updated 4 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆154Dec 21, 2019Updated 6 years ago
- SCIP - Solving Constraint Integer Programs☆659Updated this week
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆244Aug 26, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆691Jul 10, 2026Updated 2 months ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆47Jul 10, 2023Updated 3 years ago
- A standalone local search solver for general integer linear programming☆16Jul 8, 2024Updated 2 years ago
- ☆24Jun 4, 2021Updated 5 years ago
- ☆14Nov 26, 2022Updated 3 years ago
- Tabu Search heuristic for Travelling Salesperson Problems with Profits☆11Oct 16, 2018Updated 7 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 3 years ago