Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
☆138Aug 29, 2022Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Extensible Combinatorial Optimization Learning Environments☆370Dec 20, 2025Updated 6 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)☆410Dec 21, 2021Updated 4 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆51May 31, 2021Updated 5 years ago
- ☆34Sep 18, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task☆29Apr 23, 2023Updated 3 years ago
- ☆52Feb 3, 2022Updated 4 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,139Jun 4, 2026Updated last month
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆194May 20, 2026Updated last month
- Predict and search framework for MilP☆68Nov 20, 2022Updated 3 years ago
- ☆22Oct 4, 2024Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆49Aug 26, 2024Updated last year
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆60Aug 11, 2023Updated 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
- 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.
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Jul 19, 2021Updated 4 years ago
- Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"☆18Mar 15, 2024Updated 2 years ago
- Material for the ISCO 2018 spring school: “Advanced Mixed Integer Programming Formulation Techniques”☆16Apr 14, 2018Updated 8 years ago
- Python interface for the SCIP Optimization Suite☆985Jun 25, 2026Updated last week
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- ☆31May 22, 2023Updated 3 years ago
- PyTorch implementation for the Deep Symbolic Simplification Without Human Knowledge☆14Feb 25, 2021Updated 5 years ago
- Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole☆20Dec 11, 2022Updated 3 years ago
- ☆133Nov 7, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Jan 25, 2026Updated 5 months ago
- ☆163Feb 13, 2024Updated 2 years ago
- PyTorch implementation for PaLM: A Hybrid Parser and Language Model.☆10Jan 7, 2020Updated 6 years ago
- This is the code of DiffILO, an unsupervised learning approach for predicting solutions to Integer Linear Programs (ILPs).☆39Oct 24, 2025Updated 8 months ago
- Recursive Bayesian Networks☆11May 11, 2025Updated last year
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆67Mar 10, 2026Updated 3 months ago
- Environments for OR and RL Research☆448Oct 12, 2023Updated 2 years ago
- A survey on machine learning for combinatorial optimization.☆13Dec 27, 2021Updated 4 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆156Dec 21, 2019Updated 6 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.
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆47Jul 10, 2023Updated 2 years ago
- SCIP - Solving Constraint Integer Programs☆607Updated this week
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆244Aug 26, 2021Updated 4 years ago
- ☆24Jun 4, 2021Updated 5 years ago
- Tabu Search heuristic for Travelling Salesperson Problems with Profits☆11Oct 16, 2018Updated 7 years ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆676Updated this week
- ☆14Nov 26, 2022Updated 3 years ago