Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/cqsl/neural-cluster-update
Code for 'Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks'.
autoregressive-neural-networks jax markov-chain-monte-carlo quantum-physics scientific-computing statistical-physics variational-monte-carlo
Last synced: 03 Jul 2024
https://github.com/refraction-ray/admc
Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution
automatic-differentiation monte-carlo statistical-mechanics tensorflow variational-monte-carlo
Last synced: 01 Jun 2024
https://github.com/netket/netket
Machine learning algorithms for many-body quantum systems
complex-neural-network deep-learning exact-diagonalization hamiltonian jax machine-learning machine-learning-algorithms markov-chain-monte-carlo monte-carlo-methods neural-networks physics-simulation quantum quantum-state-tomography unitaryhack variational-method variational-monte-carlo
Last synced: 10 Apr 2024
https://github.com/mdsunivie/deeperwin
DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.
deep-learning deep-neural-networks physical-chem quantum-monte-carlo schrodinger-equation transfer-learning variational-monte-carlo weight-sharing
Last synced: 08 Apr 2024
