wangleiphy / DL4CSRCLinks
Hitchhiker's Guide to Deep Learning for Computational Scientists
☆36Updated 6 years ago
Alternatives and similar repositories for DL4CSRC
Users that are interested in DL4CSRC are comparing it to the libraries listed below
Sorting:
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 5 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Updated 2 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆78Updated 5 years ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- Neural-Network representation of Quantum Systems☆41Updated 5 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- A neural network quantum ground state solver☆26Updated 8 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆23Updated 2 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 4 years ago
- Tropical tensor network for spin glasses☆58Updated 7 months ago
- Finding the partition function of AF Ising model on lattice of C60 and its ground state degeneracy☆19Updated 6 years ago
- ☆24Updated 3 years ago
- Bayesian tensor network☆21Updated 5 years ago
- WuLiXueBao magazine article - automatic differentiation.☆15Updated 3 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 3 years ago
- Julia library for quantum circuit simulation using tensor networks☆16Updated 5 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆51Updated 3 years ago
- Quantum GAN algorithm based on MPS, realized by Julia.☆11Updated 6 years ago
- Solving Quantum Statistical Mechanics with Variational Autoregressive Networks and Quantum Circuits☆34Updated last year
- Reverse-mode AD of dominant sparse eigensolver using Pytorch.☆41Updated 5 years ago
- physics meets neural networks☆98Updated 6 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Quantum ground states from Reinforcement Learning☆16Updated 5 years ago
- ☆24Updated 2 years ago
- A Julia code for performing variational Monte Carlo (VMC) simulations of determinantal wave functions☆13Updated 7 years ago
- Differentiable programming on quantum circuits with Flux☆19Updated 5 years ago
- Differentiable Tensor Renormalization Group for square Ising☆17Updated 6 years ago
- Announcements and nodes for my 2018 course in Computational Physics☆58Updated 6 years ago