FFrankyy / DIRAC
Deep reinforcement learning for spIn-glass gRound stAte Calculation
☆20Updated last year
Alternatives and similar repositories for DIRAC:
Users that are interested in DIRAC are comparing it to the libraries listed below
- Controlled Online Optimization Learning (COOL): Finding the Ground State of Spin Hamiltonians with Reinforcement Learning (arXiv:2003.000…☆12Updated 4 years ago
- JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.☆50Updated 2 years ago
- A benchmarking suite for maximum independent set solvers.☆50Updated last year
- ☆153Updated last year
- Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization☆14Updated 5 years ago
- Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks☆19Updated 6 months ago
- ☆21Updated 3 years ago
- ☆14Updated 5 months ago
- ☆12Updated last year
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 2 years ago
- ☆13Updated 11 months ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 4 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆62Updated last year
- Tropical tensor network for spin glasses☆55Updated 3 months ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆15Updated 2 years ago
- This code implements the decycling and dismantling procedures devoloped in Braunstein, Alfredo, Luca Dall'Asta, Guilhem Semerjian, and L…☆17Updated 8 years ago
- ☆43Updated last month
- A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization p…☆31Updated 2 years ago
- ☆37Updated 5 years ago
- ☆12Updated 4 years ago
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆19Updated 10 months ago
- Probabilistic modelling with tensor networks☆28Updated 5 years ago
- ☆25Updated 3 years ago
- Riemannian optimization for quantum technologies☆59Updated 2 years ago
- DISCS: The code base for the Benchmark for Discrete Sampling☆53Updated 7 months ago
- The one-stop package for formulating, simulating, and solving problems in boolean and spin form☆40Updated 3 months ago
- Model-Free Quantum Control with Reinforcement Learning.☆58Updated last year
- Supporting code for "Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration".☆14Updated 2 years ago
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆52Updated 3 years ago
- Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)☆39Updated 3 years ago