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
☆10Updated 5 years ago
Alternatives and similar repositories for SOFTX_2019_95:
Users that are interested in SOFTX_2019_95 are comparing it to the libraries listed below
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆29Updated 5 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆37Updated 4 years ago
- Julia library for quantum circuit simulation using tensor networks☆16Updated 5 years ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 4 years ago
- Mathematical Introduction to Electronic Structure Theory☆45Updated 6 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Updated 2 years ago
- Bayesian tensor network☆20Updated 5 years ago
- Flexible, general-purpose VMC framework, built on JAX.☆26Updated last week
- Riemannian optimization for quantum technologies☆59Updated 2 years ago
- ☆17Updated 3 years ago
- ☆11Updated 5 years ago
- Solving an Analytic Continuation problem with a deep Artificial Neural Network (ANN)☆20Updated 5 years ago
- ☆14Updated 6 years ago
- Neural-Network representation of Quantum Systems☆39Updated 4 years ago
- Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model☆29Updated 6 years ago
- ☆18Updated 7 years ago
- A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization p…☆31Updated 2 years ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆28Updated last month
- Forward mode laplacian implemented in JAX tracer☆29Updated last month
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆23Updated 2 years ago
- Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO☆32Updated 5 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Python code for Neural Network Quantum States in the Carleo, Troyer style☆11Updated 5 years ago
- Simulation of the Potts model for a university course in Monte Carlo simulations☆11Updated 5 years ago
- Machine Learning in Condensed Matter Physics 2019 course repository☆61Updated 5 years ago
- Rigorous free fermion entanglement renormalization from wavelet theory☆17Updated last year
- Hitchhiker's Guide to Deep Learning for Computational Scientists☆35Updated 6 years ago
- Density Matrix Renormalization Group (DMRG) in Python☆27Updated 13 years ago
- ☆23Updated 3 years ago