Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
☆298Jun 9, 2023Updated 3 years ago
Alternatives and similar repositories for Open-L2O
Users that are interested in Open-L2O are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu …☆29Dec 30, 2021Updated 4 years ago
- [ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao…☆15Dec 30, 2021Updated 4 years ago
- Ada-LISTA: Learned Solvers Adaptive to Varying Models☆11Feb 18, 2020Updated 6 years ago
- An implementation of the 2016 meta-learning paper "Learning to Optimize" from the BAIR lab at Berkeley.☆28Dec 11, 2020Updated 5 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
- 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.
- [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…☆79Dec 31, 2021Updated 4 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆412Dec 21, 2021Updated 4 years ago
- [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…☆66Dec 30, 2021Updated 4 years ago
- ☆27Dec 25, 2022Updated 3 years ago
- ☆13Aug 2, 2023Updated 2 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆74Apr 28, 2022Updated 4 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆54Apr 22, 2022Updated 4 years ago
- [ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang☆26Dec 30, 2021Updated 4 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.
- A Neural Separation Algorithm for the Rounded Capacity Inequalities (IJOC, 2024)☆16Feb 20, 2024Updated 2 years ago
- ☆47Apr 30, 2025Updated last year
- Extensible Combinatorial Optimization Learning Environments☆372Dec 20, 2025Updated 7 months ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆263Oct 5, 2025Updated 9 months ago
- A benchmarking suite for maximum independent set solvers.☆53Feb 3, 2024Updated 2 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,152Jul 19, 2026Updated last week
- ☆15Jul 18, 2019Updated 7 years ago
- LP presolver☆36Updated this week
- Cone program refinement☆10Mar 6, 2020Updated 6 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 algorithms to solve sparse linear programming problems☆34Jul 6, 2023Updated 3 years ago
- [TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*,…☆125Dec 29, 2021Updated 4 years ago
- ☆11Apr 12, 2020Updated 6 years ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆168Oct 10, 2025Updated 9 months ago
- Fast hyperparameter settings for non-smooth estimators:☆42May 22, 2023Updated 3 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆82Jun 3, 2025Updated last year
- [ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, S…☆26Dec 30, 2021Updated 4 years ago
- [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu C…☆27Oct 5, 2022Updated 3 years ago
- ☆18Dec 6, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR 2018 UG2 Challenge, Winner] BRIDGING THE GAP BETWEEN COMPUTATIONAL PHOTOGRAPHY AND VISUAL RECOGNITION☆13Dec 31, 2021Updated 4 years ago
- Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search☆28Feb 6, 2020Updated 6 years ago
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆103Jun 30, 2020Updated 6 years ago
- The code for Differentiable Linearized ADMM (ICML 2019)☆36Oct 9, 2019Updated 6 years ago
- Fast and reliable solver for the Optimal Power Flow Problem☆14Dec 12, 2024Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆68May 30, 2023Updated 3 years ago
- Auto Generate Speech Script From PPT - Based on ChatGPT☆15Sep 1, 2023Updated 2 years ago