Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
☆295Jun 9, 2023Updated 2 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:
- [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
- [NeurIPS 2019] LOIS: Learning to Optimize In Swarms, guided by posterior estimation☆18Aug 14, 2021Updated 4 years ago
- Pytorch version of NIPS'16 "Learning to learn by gradient descent by gradient descent"☆68Jul 6, 2023Updated 2 years ago
- Ada-LISTA: Learned Solvers Adaptive to Varying Models☆11Feb 18, 2020Updated 6 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
- 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.
- [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…☆78Dec 31, 2021Updated 4 years ago
- [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…☆64Dec 30, 2021Updated 4 years ago
- ☆26Dec 25, 2022Updated 3 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 3 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
- Implicit networks can be trained efficiently and simply by using Jacobian-free Backprop (JFB).☆41Dec 7, 2021Updated 4 years ago
- [NeurIPS 2021] "Hyperparameter Tuning is All You Need for LISTA" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin☆24Dec 30, 2021Updated 4 years ago
- ☆13Aug 2, 2023Updated 2 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 • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆47Apr 30, 2025Updated 11 months ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆252Oct 5, 2025Updated 6 months ago
- Extensible Combinatorial Optimization Learning Environments☆368Dec 20, 2025Updated 3 months ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆52Apr 22, 2022Updated 3 years ago
- [ICLR 2020] ”Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference“☆24Dec 30, 2021Updated 4 years ago
- A benchmarking suite for maximum independent set solvers.☆52Feb 3, 2024Updated 2 years ago
- Cone program refinement☆10Mar 6, 2020Updated 6 years ago
- ☆14Jul 18, 2019Updated 6 years ago
- python algorithms to solve sparse linear programming problems☆34Jul 6, 2023Updated 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.
- ☆11Apr 12, 2020Updated 6 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
- Awesome machine learning for combinatorial optimization papers.☆2,093Apr 2, 2026Updated last week
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆25May 15, 2024Updated last year
- Fast hyperparameter settings for non-smooth estimators:☆42May 22, 2023Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆82Jun 3, 2025Updated 10 months ago
- Codes for Understanding Architectures Learnt by Cell-based Neural Architecture Search☆28Feb 6, 2020Updated 6 years ago
- [CVPR 2018 UG2 Challenge, Winner] BRIDGING THE GAP BETWEEN COMPUTATIONAL PHOTOGRAPHY AND VISUAL RECOGNITION☆12Dec 31, 2021Updated 4 years ago
- ☆18Aug 19, 2024Updated last year
- 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.
- [CVPR2020] CARS: Continuous Evolution for Efficient Neural Architecture Search☆103Jun 30, 2020Updated 5 years ago
- Fast and reliable solver for the Optimal Power Flow Problem☆14Dec 12, 2024Updated last year
- The code for Differentiable Linearized ADMM (ICML 2019)☆36Oct 9, 2019Updated 6 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆16Feb 24, 2025Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67May 30, 2023Updated 2 years ago
- [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers☆72Aug 4, 2019Updated 6 years ago
- MetaBox: Benchmarking Platform for Meta-Black-Box Optimization☆163Oct 10, 2025Updated 6 months ago