QPIpattern / phase-of-matter-by-machine-learning
Unsupervised machine learning of phase of matter in physics
☆11Updated 7 years ago
Alternatives and similar repositories for phase-of-matter-by-machine-learning:
Users that are interested in phase-of-matter-by-machine-learning are comparing it to the libraries listed below
- MPS representation of RBM☆22Updated 6 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- ☆18Updated 5 years ago
- An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow☆11Updated 6 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Computational graph states for variational monte carlo☆15Updated 5 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Neural-network quantum state reconstruction (Qubits/Spin-1/2)☆11Updated 6 years ago
- A projector QMC implementation of the transverse field Ising model☆11Updated 4 years ago
- Quantum Many-body Toolkit (This repo is deprecated, and its components has been seperated to several projects under https://github.com/Qu…☆13Updated 6 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 3 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Finding the partition function of AF Ising model on lattice of C60 and its ground state degeneracy☆19Updated 5 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
- Numerical simulation of the Sachdev-Ye-Kitaev fermion model☆17Updated 5 years ago
- ☆18Updated 3 years ago
- Differential Programming and Natural Evolutationary Strategies optimization algorithms for transport Majorana Zero Modes.☆13Updated 4 years ago
- Apply DMRG to continuous systems☆12Updated 3 years ago
- ☆23Updated 2 years ago
- C++ library built on top of ITensor for running iPEPS simulations of spin systems for arbitrary unit cells☆15Updated 4 years ago
- Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)☆10Updated 8 years ago
- Bayesian tensor network☆19Updated 4 years ago
- ☆16Updated 3 years ago
- Variational Quantum Eigensolver with Fewer Qubits☆25Updated 5 years ago
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago
- Tensorflow 1.x Quantum Simulator☆14Updated 2 years ago
- ☆10Updated 4 months ago
- Quantum ground states from Reinforcement Learning☆15Updated 4 years ago
- Neural network decoder for large distance toric code☆12Updated 5 years ago