A collection of lectures and tutorials
☆24Jun 14, 2024Updated last year
Alternatives and similar repositories for Lectures
Users that are interested in Lectures are comparing it to the libraries listed below
Sorting:
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆80Jun 3, 2024Updated last year
- MPS in Julia minicourse☆19Oct 13, 2017Updated 8 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆71Sep 26, 2025Updated 5 months ago
- Batched routines (BLAS, LAPACK, etc.) for multi-dimensional arrays☆12Apr 10, 2022Updated 3 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Dec 11, 2020Updated 5 years ago
- TPS Tutorial FOR1807☆10Feb 22, 2018Updated 8 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆39Oct 30, 2020Updated 5 years ago
- Nomalizing flows for orbita-free DFT☆11Sep 20, 2024Updated last year
- ☆13Jul 2, 2021Updated 4 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆12Sep 24, 2021Updated 4 years ago
- Repository for material accompanying the ptvmc systematic study paper☆16Nov 17, 2025Updated 3 months ago
- Autoregressive model for solving statistical mechanics problems☆11Mar 19, 2021Updated 4 years ago
- Tools for using AD to optimize tensor networks, built on top of ITensor and AutoHOOT.☆14Sep 23, 2022Updated 3 years ago
- ☆13Oct 23, 2022Updated 3 years ago
- Finite-temperature variational Monte Carlo calculation of uniform electron gas using neural canonical transformation.☆16Jun 17, 2023Updated 2 years ago
- simple visualization of molecules in python☆14Mar 20, 2023Updated 2 years ago
- GPS plugin for NetKet (www.netket.org), introducing new models, optimizers and Fermionic functionality.☆18Nov 24, 2025Updated 3 months ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Oct 23, 2022Updated 3 years ago
- Code for Neural Network Quantum Field States☆18Aug 11, 2023Updated 2 years ago
- Neural-Network representation of Quantum Systems☆41Apr 29, 2020Updated 5 years ago
- Supporting code for "Autoregressive neural-network wavefunctions for ab initio quantum chemistry".☆43Jun 17, 2022Updated 3 years ago
- A differentiable parametrization of a group of unitary matrices.☆14May 13, 2021Updated 4 years ago
- ☆15Dec 28, 2020Updated 5 years ago
- Code for "Learning Unitary Operators with Help From u(n)", AAAI-17. (https://arxiv.org/abs/1607.04903)☆17Jan 10, 2017Updated 9 years ago
- IPython Notebooks on various things☆14Dec 4, 2017Updated 8 years ago
- Implementation of Forward Laplacian algorithm in JAX☆94Nov 25, 2025Updated 3 months ago
- ☆23Nov 8, 2022Updated 3 years ago
- Code to reproduce the results of 👇☆18Aug 19, 2022Updated 3 years ago
- Basics on Exact Diagonalization☆91Feb 23, 2018Updated 8 years ago
- Multi-Head Attention, Transformer, Perceiver, Linear Attention.☆12Oct 24, 2023Updated 2 years ago
- Differentiable programming on quantum circuits with Flux☆19Feb 12, 2020Updated 6 years ago
- Can you solve all the puzzles in this repo? Master Julia in an easy way!☆22Sep 20, 2022Updated 3 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆21Sep 28, 2017Updated 8 years ago
- A tool for visualizing tensor network contractions.☆21Dec 6, 2021Updated 4 years ago
- MPS representation of RBM☆23Mar 1, 2018Updated 8 years ago
- SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.☆24Mar 22, 2024Updated last year
- A JAX-based Differentiable Density Functional Theory Framework for Materials☆45Feb 15, 2026Updated 2 weeks ago
- Orthogonal polynomials with JAX☆28Jan 20, 2026Updated last month
- Implementation of Consistency Models (Song et al 2023) for few-step image generation in Jax.☆19Jun 11, 2023Updated 2 years ago