Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search
☆155Sep 2, 2024Updated last year
Alternatives and similar repositories for NPHard
Users that are interested in NPHard are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"☆517May 25, 2019Updated 7 years ago
- PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers☆42Jun 12, 2023Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Oct 23, 2020Updated 5 years ago
- A benchmarking suite for maximum independent set solvers.☆53Feb 3, 2024Updated 2 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆412Dec 21, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆18Aug 25, 2021Updated 4 years ago
- ☆10Mar 24, 2023Updated 3 years ago
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆612May 29, 2018Updated 8 years ago
- Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)☆35Dec 22, 2017Updated 8 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆156Dec 21, 2019Updated 6 years ago
- NeuroSAT: Learning a SAT Solver from Single-Bit Supervision☆295Mar 12, 2019Updated 7 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆333Feb 10, 2022Updated 4 years ago
- Optimal gate sizing of digital circuits using geometric programming☆11Aug 18, 2016Updated 9 years ago
- Attention based model for learning to solve different routing problems☆1,381Aug 4, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆36Mar 25, 2023Updated 3 years ago
- Extensible Combinatorial Optimization Learning Environments☆372Dec 20, 2025Updated 7 months 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
- ☆133Nov 7, 2022Updated 3 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆41Jul 31, 2019Updated 6 years ago
- Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G wi…☆118Jan 4, 2020Updated 6 years ago
- Official implementation of ``Neural Pruning via Sparsity-indexed ODE: A Continuous Sparsity Viewpoint"☆11Jun 15, 2023Updated 3 years ago
- Training computational graph on top of structured data (string, graph, etc)☆290Jan 8, 2021Updated 5 years ago
- 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
- 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.
- QuteRTL: A RTL Front-End Towards Intelligent Synthesis and Verification☆18Nov 8, 2016Updated 9 years ago
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".☆30Feb 16, 2020Updated 6 years ago
- CNF generator in DIMACS format. It produces common families of CNFs.☆74Updated this week
- Dynamic Hashed Blocks (DHB) data structure for dynamic graphs☆13Sep 8, 2025Updated 10 months ago
- The codebase and datasets for the IJCAI 2021 paper "The Surprising Power of Graph Neural Networks with Random Node Initialization".☆22Jun 3, 2021Updated 5 years ago
- Implementation of local search-based algorithms for solving SAT and Max-SAT in Python☆13Dec 6, 2020Updated 5 years ago
- Hierarchical variational models for physics.☆18May 19, 2020Updated 6 years ago
- Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL☆78Apr 8, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Learning Steady-States of Iterative Algorithms over Graphs☆41Sep 12, 2018Updated 7 years ago
- pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)☆313May 14, 2019Updated 7 years ago
- A PyTorch implementation of Conditional PixelCNNs☆27Jan 24, 2018Updated 8 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
- Awesome machine learning for combinatorial optimization papers.☆2,150Jul 19, 2026Updated last week
- ☆35Apr 22, 2020Updated 6 years ago
- A branch-and-bound ILP solver☆27Apr 22, 2019Updated 7 years ago