katherinevankirk / hardware-efficient-learningLinks
Hardware-efficient learning of quantum many-body states. Code for simulating a U(1) lattice gauge theory and classifying topological order.
☆12Updated 2 years ago
Alternatives and similar repositories for hardware-efficient-learning
Users that are interested in hardware-efficient-learning are comparing it to the libraries listed below
Sorting:
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆52Updated 3 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Computational graph states for variational monte carlo☆16Updated 6 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆27Updated 4 years ago
- ☆39Updated 5 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Tensor network contraction function for Python 3.☆49Updated 2 years ago
- Code for predicting ground states and classifying phases of matter☆32Updated 2 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 2 months ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- Apply DMRG to continuous systems☆12Updated 3 years ago
- C++ library built on top of ITensor for running iPEPS simulations of spin systems for arbitrary unit cells☆16Updated 5 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- A package to simplify working with symmetry-adapted quantum many-body bases. Provides a good foundation for writing custom exact diagonal…☆31Updated 3 months ago
- continuous-time matrix product operator for finite temperature quantum states☆40Updated 2 months ago
- ☆47Updated 10 months ago
- ☆24Updated 3 years ago
- Tensorflow 1.x Quantum Simulator☆14Updated 3 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Open collaboration of the Quantum Bootcamp 2020☆34Updated 5 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated last year
- ☆12Updated 6 years ago
- ☆16Updated 3 years ago
- Quantum ground states from Reinforcement Learning☆16Updated 5 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆78Updated last year
- Fast tensor disentangling algorithm☆10Updated 4 years ago
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago
- 290 seminar for 2020 fall - 2021 summer☆35Updated last week