Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search
☆155Sep 2, 2024Updated 2 years ago
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
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆417Dec 21, 2021Updated 4 years ago
- ☆18Aug 25, 2021Updated 5 years ago
- Learning local search heuristics for Boolean satisfiability☆38May 8, 2024Updated 2 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.
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆610May 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
- Maximum independent sets and vertex covers of large sparse graphs.☆87Apr 15, 2026Updated 5 months ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆154Dec 21, 2019Updated 6 years ago
- NeuroSAT: Learning a SAT Solver from Single-Bit Supervision☆297Mar 12, 2019Updated 7 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆332Feb 10, 2022Updated 4 years ago
- Optimal gate sizing of digital circuits using geometric programming☆11Aug 18, 2016Updated 10 years ago
- Attention based model for learning to solve different routing problems☆1,386Aug 4, 2024Updated 2 years ago
- NLocalSAT; Boosting Local Search with Solution Prediction☆18Aug 4, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆36Mar 25, 2023Updated 3 years ago
- Extensible Combinatorial Optimization Learning Environments☆378Dec 20, 2025Updated 9 months ago
- ☆24Dec 4, 2020Updated 5 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
- ☆133Nov 7, 2022Updated 3 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆41Jul 31, 2019Updated 7 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
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆69May 30, 2023Updated 3 years ago
- QuteRTL: A RTL Front-End Towards Intelligent Synthesis and Verification☆18Nov 8, 2016Updated 9 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.
- Code for the paper "Refining Language Model with Compositional Explanation" (NeurIPS 2021)☆11Oct 25, 2021Updated 4 years ago
- CNF generator in DIMACS format. It produces common families of CNFs.☆75Jul 23, 2026Updated 2 months ago
- ☆12Sep 15, 2021Updated 5 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆32Dec 17, 2020Updated 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
- Learning Steady-States of Iterative Algorithms over Graphs☆41Sep 12, 2018Updated 8 years ago
- pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)☆312May 14, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A PyTorch implementation of Conditional PixelCNNs☆27Jan 24, 2018Updated 8 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,168Jul 19, 2026Updated 2 months ago
- A branch-and-bound ILP solver☆27Apr 22, 2019Updated 7 years ago
- Using e-graphs to synthesize netlists from boolean logic.☆14Jul 26, 2023Updated 3 years ago
- Quantum GAN algorithm based on MPS, realized by Julia.☆11Apr 5, 2019Updated 7 years ago
- Neural network decoder for large distance toric code☆13Oct 25, 2019Updated 6 years ago
- Adaptive Heuristic Method Based on SA and LNS for Solving Vehicle Routing Problem☆13Oct 9, 2017Updated 8 years ago