ElsevierSoftwareX / SOFTX_2019_95
Machine learning algorithms for many-body quantum systems. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711019300974
☆9Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for SOFTX_2019_95
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 4 years ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆28Updated last month
- Autoregressive model for solving statistical mechanics problems☆11Updated 3 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆31Updated 2 years ago
- Forward mode laplacian implemented in JAX tracer☆29Updated 2 weeks ago
- Julia library for quantum circuit simulation using tensor networks☆15Updated 4 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆37Updated 4 years ago
- Python code for Neural Network Quantum States in the Carleo, Troyer style☆10Updated 5 years ago
- Rigorous free fermion entanglement renormalization from wavelet theory☆17Updated last year
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆22Updated last year
- Neural-Network representation of Quantum Systems☆39Updated 4 years ago
- ☆27Updated 4 years ago
- Computational graph representation of multiloop Feynman diagrams☆44Updated 2 weeks ago
- ☆16Updated 2 years ago
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆18Updated 2 years ago
- Differentiable programming on quantum circuits with Flux☆19Updated 4 years ago
- ☆23Updated 3 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 3 years ago
- Riemannian optimization for quantum technologies☆57Updated last year
- Code to estimate Renormalized Mutual Information in simple settings☆12Updated 3 years ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆79Updated 5 years ago
- Markov chain Monte Carlo solver for lattice spin systems implemented in Julialang☆49Updated this week
- Bayesian tensor network☆19Updated 4 years ago
- Tropical tensor network for spin glasses☆54Updated 2 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 2 years ago
- Differentiable Tensor Renormalization Group for square Ising☆16Updated 5 years ago
- ☆22Updated 2 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 5 months ago
- A collection of lectures and tutorials☆17Updated 5 months ago
- Flexible, general-purpose VMC framework, built on JAX.☆25Updated 5 months ago