MelkoCollective / ICTP-SAIFR-MLPhysicsLinks
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
Sorting:
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Bayesian tensor network☆21Updated 5 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Updated 2 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆23Updated 2 years ago
- ☆16Updated 3 years ago
- A neural network quantum ground state solver☆26Updated 8 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- Numerically represent quantum states with Restricted Boltzmann Machines☆25Updated 7 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 3 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 4 years ago
- A library for Abelian symmetry preserving tensors in Python 3☆26Updated 4 years ago
- ☆24Updated 2 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆51Updated 3 years ago
- Computational graph states for variational monte carlo☆16Updated 6 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated last month
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- ☆20Updated 5 years ago
- MPS representation of RBM☆23Updated 7 years ago
- Neural-Network representation of Quantum Systems☆41Updated 5 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 5 years ago
- Differential Programming and Natural Evolutationary Strategies optimization algorithms for transport Majorana Zero Modes.☆13Updated 4 years ago
- Finding the partition function of AF Ising model on lattice of C60 and its ground state degeneracy☆19Updated 6 years ago
- Spectrum Bifurcation RG☆12Updated 9 years ago
- ☆39Updated 5 years ago
- Bootstrapping matrix quantum mechanics☆15Updated 5 years ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago