carrasqu / IsingGaugeTensorFlow
Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)
☆10Updated 8 years ago
Alternatives and similar repositories for IsingGaugeTensorFlow:
Users that are interested in IsingGaugeTensorFlow are comparing it to the libraries listed below
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆25Updated 6 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 3 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- Bayesian tensor network☆20Updated 5 years ago
- ☆17Updated 3 years ago
- A neural network quantum ground state solver☆26Updated 7 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 9 months ago
- Differentiable Tensor Renormalization Group for square Ising☆17Updated 6 years ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆32Updated 7 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆76Updated 9 months ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆37Updated 4 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Mathematical Introduction to Electronic Structure Theory☆45Updated 6 years ago
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated last year
- Density Matrix Renormalization Group (DMRG) in Python☆27Updated 13 years ago
- ☆39Updated 5 years ago
- Code for predicting ground states and classifying phases of matter☆30Updated 2 years ago
- ☆19Updated 5 years ago
- 290 seminar for 2020 fall - 2021 summer☆27Updated last month
- Tutorial on machine learning many-body physics with Boltzmann machines☆15Updated 7 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆34Updated 4 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- This is a tutorial prepared for a summer school in Changsha in 2021☆10Updated 3 years ago
- ☆16Updated 3 years ago
- A collection of lectures and tutorials☆18Updated 9 months ago
- ☆24Updated 2 years ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago