mhibatallah / RNNWavefunctionsView external linksLinks
A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations
☆79Jun 3, 2024Updated last year
Alternatives and similar repositories for RNNWavefunctions
Users that are interested in RNNWavefunctions are comparing it to the libraries listed below
Sorting:
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Oct 30, 2020Updated 5 years ago
- Contracting Arbitrary Tensor Networks☆44Dec 10, 2019Updated 6 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆70Sep 26, 2025Updated 4 months ago
- ☆11Mar 16, 2020Updated 5 years ago
- A package for creating a matrix product state (MPS) from a free fermion (Gaussian) state.☆10Dec 6, 2021Updated 4 years ago
- Autoregressive model for solving statistical mechanics problems☆11Mar 19, 2021Updated 4 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆53Feb 7, 2022Updated 4 years ago
- Groundstate Reconstructive Energies using Neural Autoregressive Distribution Estimators (GreNADE)☆10Apr 1, 2022Updated 3 years ago
- ☆19Sep 15, 2021Updated 4 years ago
- Collection of tools for the manipulation of Fermionic Gaussian States☆28Nov 21, 2023Updated 2 years ago
- Algorithms that combine tensor network methods with automatic differentiation☆92Jul 13, 2023Updated 2 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆23Feb 5, 2026Updated last week
- ☆13Oct 23, 2022Updated 3 years ago
- Tensorflow 1.x Quantum Simulator☆14Jun 17, 2022Updated 3 years ago
- This repository contains lectures on Many-body physics and Machine Learning☆13Jun 5, 2021Updated 4 years ago
- Quantum ground states from Reinforcement Learning☆17Jun 15, 2020Updated 5 years ago
- Tropical tensor network for spin glasses☆60Dec 14, 2024Updated last year
- Extension of the Intelligent Tensors library to take advantage of fast GPU-based linear algebra☆41Jan 25, 2022Updated 4 years ago
- ☆10Jan 16, 2020Updated 6 years ago
- ☆25Aug 5, 2022Updated 3 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆32Mar 9, 2020Updated 5 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆24Mar 24, 2023Updated 2 years ago
- A collection of lectures and tutorials☆24Jun 14, 2024Updated last year
- Riemannian optimization for quantum technologies☆65Mar 25, 2023Updated 2 years ago
- Solving two-dimensional spin models with tensor networks (powered by PyTorch)☆97Feb 1, 2026Updated last week
- Matrix Product States on NISQ quantum computers☆30Jan 13, 2021Updated 5 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆12Sep 24, 2021Updated 4 years ago
- This repository contains the source code for the VFK algorithm introduced in ArXiv:2204.03454☆16Jun 10, 2025Updated 8 months ago
- Machine Learning in Condensed Matter Physics 2019 course repository☆62Oct 1, 2019Updated 6 years ago
- Computational graph states for variational monte carlo☆17Jul 21, 2019Updated 6 years ago
- C++ library built on top of ITensor for running iPEPS simulations of spin systems for arbitrary unit cells☆16Apr 16, 2020Updated 5 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆37Sep 8, 2023Updated 2 years ago
- Neural Network Many-Body Wavefunction Reconstruction☆176Updated this week
- Reconstructing quantum states with generative models☆52Jan 31, 2019Updated 7 years ago
- Continuous Matrix Product States in Julia☆30Sep 24, 2025Updated 4 months ago
- projected entangled pair of states (PEPS), the quantum version☆25Apr 1, 2025Updated 10 months ago
- Self-explaining Matrix Product States library in Python☆22Sep 2, 2023Updated 2 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Oct 25, 2018Updated 7 years ago
- DMRGPy is a Python library to compute quasi-one-dimensional spin chains and fermionic systems using matrix product states with DMRG as im…☆110Jan 29, 2026Updated 2 weeks ago