congzlwag / UnsupGenModbyMPS
code for Unsupervised Generative Modeling using Matrix Product States
☆41Updated last year
Alternatives and similar repositories for UnsupGenModbyMPS:
Users that are interested in UnsupGenModbyMPS are comparing it to the libraries listed below
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆34Updated 4 years ago
- Tensor network contraction function for Python 3.☆47Updated 2 years ago
- An implementation of the time dependent variational principle for matrix product states☆71Updated 3 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated last year
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆75Updated 9 months ago
- Fast quantum evolution and eigensolving using Krylov subspace methods via the PETSc/SLEPc libraries.☆34Updated 4 months ago
- Package for using Matrix Product States (MPS) to simulate quantum circuits.☆15Updated 4 years ago
- A matrix-product-operators solver for the dynamics of interacting qubits modeled by a Lindblad master equation, written in C++ and wrappe…☆40Updated 4 months ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- Simulating Sycamore quantum circuits classically using tensor network algorithm.☆59Updated last year
- Contracting Arbitrary Tensor Networks☆40Updated 5 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- ☆39Updated 5 years ago
- Riemannian optimization for quantum technologies☆56Updated last year
- Solving two-dimensional spin models with tensor networks (powered by PyTorch)☆85Updated 3 weeks ago
- Reproduce the random circuit sampling experiments of Sycamore quantum circuit☆33Updated 3 years ago
- A quantum system simulator using PEPS tensor network☆19Updated 3 years ago
- A blog introducing the idea of classical shadow tomography, and Hamiltonian-driven shadow tomography of quantum states(https://arxiv.org/…☆25Updated 3 years ago
- MPS representation of RBM☆22Updated 7 years ago
- ☆24Updated 2 years ago
- Stochastic Series Expansion (SSE) for a isotropic S=1/2 antiferromagnetic quantum Heisenberg model in 1D, 2D or 3D lattice . Every lattic…☆12Updated 4 years ago
- ☆45Updated 4 months ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 9 months ago
- ☆12Updated 5 years ago
- ☆29Updated last year
- Self-explaining Matrix Product States library in Python☆20Updated last year
- Machine Learning Renormalization Group☆19Updated last year
- A library for Abelian symmetry preserving tensors in Python 3☆26Updated 3 years ago
- Decoding Quantum Error Correction codes with Generative Pre-trained Transformers☆36Updated 11 months ago