carrasqu / IsingGaugeTensorFlowLinks
Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)
☆10Updated 9 years ago
Alternatives and similar repositories for IsingGaugeTensorFlow
Users that are interested in IsingGaugeTensorFlow are comparing it to the libraries listed below
Sorting:
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆52Updated 3 years ago
- Bayesian tensor network☆21Updated 5 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 8 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆79Updated last year
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 5 years ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 3 months ago
- ☆39Updated 5 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆27Updated 4 years ago
- Self-explaining Matrix Product States library in Python☆21Updated 2 years ago
- An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow☆11Updated 7 years ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- Tensor network contraction function for Python 3.☆50Updated 2 years ago
- Code for predicting ground states and classifying phases of matter☆32Updated 2 years ago
- Tensorflow 1.x Quantum Simulator☆14Updated 3 years ago
- MPS representation of RBM☆23Updated 7 years ago
- Tutorial on machine learning many-body physics with Boltzmann machines☆15Updated 8 years ago
- Differentiable Tensor Renormalization Group for square Ising☆17Updated 6 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆26Updated 7 years ago
- Quantum ground states from Reinforcement Learning☆16Updated 5 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- ☆16Updated 3 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated 2 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
- ☆21Updated 5 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆66Updated 2 weeks ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆32Updated 7 years ago
- code for Unsupervised Generative Modeling using Matrix Product States☆46Updated 2 years ago