Machine-learning-and-complex-systems / DPTLinks
☆16Updated 11 months ago
Alternatives and similar repositories for DPT
Users that are interested in DPT are comparing it to the libraries listed below
Sorting:
- ☆28Updated 4 years ago
- ☆39Updated last year
- Code for predicting ground state properties using new ML model.☆12Updated last year
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆79Updated last year
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆96Updated 4 months ago
- Code for predicting ground states and classifying phases of matter☆32Updated 2 years ago
- ☆24Updated 3 months ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated 2 years ago
- Quantum error correction code AI-discovery with Jax☆43Updated 4 months ago
- A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization p…☆31Updated 2 years ago
- ☆14Updated 2 years ago
- A machine learning algorithm for topological quantum compiling☆31Updated 4 years ago
- Experiements on how conditional mutual information affects the performance of neural quantum states.☆13Updated 11 months ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆52Updated 3 years ago
- Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model☆30Updated 7 years ago
- Monte Carlo simulation on 2D XY-model☆25Updated 6 years ago
- JAX accelerated Quantum Monte Carlo☆85Updated 2 months ago
- ☆39Updated 6 months ago
- ☆31Updated 5 years ago
- Tensor Train Toolbox☆122Updated 3 weeks ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆36Updated 4 years ago
- A JAX based package designed for efficient second order operators (e.g., laplacian) computation.☆72Updated last year
- Bayesian tensor network☆21Updated 5 years ago
- Code repository for "Finding symmetry breaking order parameters with Euclidean Neural Networks"☆16Updated 4 years ago
- Probabilistic modelling with tensor networks☆29Updated 5 years ago
- A thoroughly investigated survey for tensorial neural networks.☆137Updated 8 months ago
- Python framework for the reverse engineering of Hamiltonian models of quantum systems through machine learning.☆22Updated 2 years ago
- Quantum Monte Carlo methods for Ising model☆26Updated 4 years ago
- Python for Tensor Network: Tutorial. The lecturing vedios (in Chinese) can be found at https://space.bilibili.com/401005433☆88Updated 3 months ago
- DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electr…☆59Updated 5 months ago