MelkoCollective / ICTP-SAIFR-MLPhysics
Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil
☆20Updated 7 years ago
Alternatives and similar repositories for ICTP-SAIFR-MLPhysics:
Users that are interested in ICTP-SAIFR-MLPhysics are comparing it to the libraries listed below
- Autoregressive model for solving statistical mechanics problems☆11Updated 3 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Exact diagonalization for the Bose Hubbard model in Julia☆11Updated 5 years ago
- MPS representation of RBM☆22Updated 6 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
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆22Updated last year
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆24Updated 6 years ago
- A library for Abelian symmetry preserving tensors in Python 3☆26Updated 3 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
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 2 years ago
- ☆16Updated 3 years ago
- Bayesian tensor network☆19Updated 4 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆32Updated 2 years ago
- ☆19Updated 5 years ago
- ☆23Updated 2 years ago
- ☆18Updated 7 years ago
- Neural-network quantum state reconstruction (Qubits/Spin-1/2)☆11Updated 6 years ago
- Differentiable Tensor Renormalization Group for square Ising☆17Updated 5 years ago
- Neural-Network representation of Quantum Systems☆39Updated 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 projector QMC implementation of the transverse field Ising model☆11Updated 4 years ago
- A set of iPython Notebooks to illustrate how some Quantum Monte Carlo algorithms work☆37Updated 10 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 3 years ago
- ☆18Updated 5 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆37Updated 4 years ago
- An implementation of the time dependent variational principle for matrix product states☆69Updated 2 years ago