li012589 / NeuralRGLinks
Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.
☆78Updated 5 years ago
Alternatives and similar repositories for NeuralRG
Users that are interested in NeuralRG are comparing it to the libraries listed below
Sorting:
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 5 years ago
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆91Updated 3 weeks ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆32Updated 4 months ago
- Continuous-time gradient flow for generative modeling and variational inference☆32Updated 6 years ago
- Hitchhiker's Guide to Deep Learning for Computational Scientists☆36Updated 6 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- A neural network quantum ground state solver☆26Updated 8 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Updated 2 years ago
- ☆18Updated 5 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆65Updated 3 months ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- code for Unsupervised Generative Modeling using Matrix Product States☆44Updated 2 years ago
- Monte Carlo simulation on 2D XY-model☆24Updated 5 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆51Updated 3 years ago
- Mathematical Introduction to Electronic Structure Theory☆46Updated 6 years ago
- physics meets neural networks☆98Updated 6 years ago
- Riemannian optimization for quantum technologies☆60Updated 2 years ago
- Tropical tensor network for spin glasses☆55Updated 6 months ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆25Updated 7 years ago
- Forward mode laplacian implemented in JAX tracer☆29Updated 3 months ago
- Reverse-mode AD of dominant sparse eigensolver using Pytorch.☆41Updated 4 years ago
- Bayesian tensor network☆21Updated 5 years ago
- ☆31Updated 5 years ago
- PhysicsML Blog☆28Updated 4 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆78Updated last year
- ☆25Updated 4 years ago
- LuaTeX extension for graphical tensor notation☆34Updated 2 years ago
- MPS representation of RBM☆22Updated 7 years ago
- Flexible, general-purpose VMC framework, built on JAX.☆26Updated 2 months ago