AinsleyChen

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

AI2BMD

AI-powered ab initio biomolecular dynamics simulation

timeVAE

TimeVAE implementation in keras/tensorflow

SpookyNet

Reference implementation of "SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects"

sympnets

syntheticdatagen

synthetic data generation of time-series data