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
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Oct 23, 2020Updated 5 years ago
- ☆10Mar 24, 2023Updated 3 years ago
- Learning local search heuristics for Boolean satisfiability☆38May 8, 2024Updated 2 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.
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆612May 29, 2018Updated 8 years ago
- A reinforcement learning based solver for combinatorial problems☆43Jun 22, 2022Updated 4 years ago
- Maximum independent sets and vertex covers of large sparse graphs.☆86Apr 15, 2026Updated 4 months ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆156Dec 21, 2019Updated 6 years ago
- Attention based model for learning to solve different routing problems☆1,383Aug 4, 2024Updated 2 years ago
- ☆36Mar 25, 2023Updated 3 years ago
- Extensible Combinatorial Optimization Learning Environments☆377Dec 20, 2025Updated 8 months ago
- ☆24Dec 4, 2020Updated 5 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆41Jul 31, 2019Updated 7 years ago
- 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.
- 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
- Training computational graph on top of structured data (string, graph, etc)☆290Jan 8, 2021Updated 5 years ago
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆34Sep 26, 2019Updated 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
- 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
- ☆12Sep 15, 2021Updated 4 years 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
- 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.
- 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 7 years ago
- Implementing Algorithms for Computing Stackelberg Equilibria in Security Games☆43Apr 1, 2017Updated 9 years ago
- pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)☆312May 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}☆73Apr 28, 2022Updated 4 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,165Jul 19, 2026Updated last month
- ☆35Apr 22, 2020Updated 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.
- A branch-and-bound ILP solver☆27Apr 22, 2019Updated 7 years ago
- A quick realization of the quantum circuit of a matrix product state.☆11Aug 23, 2023Updated 3 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
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Dec 11, 2020Updated 5 years ago