carrasqu / IsingGaugeTensorFlow
Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)
☆10Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for IsingGaugeTensorFlow
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 2 years ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆33Updated 6 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- Bayesian tensor network☆19Updated 4 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆74Updated 5 months ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆24Updated 6 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 2 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆33Updated 3 years ago
- ☆38Updated 5 years ago
- An implementation of the time dependent variational principle for matrix product states☆69Updated 2 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆37Updated 4 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated 10 months ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 5 months ago
- 290 seminar for 2020 fall - 2021 summer☆23Updated this week
- a free Variational Monte Carlo code for the Hubbard model☆17Updated 10 years ago
- Differentiable Tensor Renormalization Group for square Ising☆16Updated 5 years ago
- Tutorials for the lecture "Computational Methods in Many-Body Physics"☆63Updated 4 years ago
- Mathematical Introduction to Electronic Structure Theory☆40Updated 5 years ago
- ☆16Updated 2 years ago
- Computational graph states for variational monte carlo☆15Updated 5 years ago
- Reconstructing quantum states with generative models☆48Updated 5 years ago
- Machine Learning in Condensed Matter Physics 2019 course repository☆61Updated 5 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆33Updated last year
- Matrix Product States on NISQ quantum computers☆28Updated 3 years ago
- The PyFlow package is a Python implementation of the flow equation method for approximately diagonalising large many-body quantum systems…☆22Updated last year
- Self-explaining Matrix Product States library in Python☆20Updated last year
- A blog introducing the idea of classical shadow tomography, and Hamiltonian-driven shadow tomography of quantum states(https://arxiv.org/…☆22Updated 3 years ago