DiffEqML
Research group for the intersection of deep learning, systems, numerics and signal processing.
Pinned Repositories
bayesopt-science
DiffeqML Bayesian Optimization toolkit in PyTorch
deep-signal-processing
Accompanying notebook guides for the deep signal processing notes [TBA].
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
diffeqml-research
This repository contains code released by DiffEqML Research
kairos
Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure
neurodiffeq
A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.
pde-dataset-generator
A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
torchcontrol
A PyTorch library for all things nonlinear control and reinforcement learning.
torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
tutorials
DiffEqML's Repositories
DiffEqML/torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
DiffEqML/diffeqml-research
This repository contains code released by DiffEqML Research
DiffEqML/torchcontrol
A PyTorch library for all things nonlinear control and reinforcement learning.
DiffEqML/pde-dataset-generator
A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
DiffEqML/kairos
Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure
DiffEqML/tutorials
DiffEqML/deep-signal-processing
Accompanying notebook guides for the deep signal processing notes [TBA].
DiffEqML/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
DiffEqML/bayesopt-science
DiffeqML Bayesian Optimization toolkit in PyTorch
DiffEqML/neurodiffeq
A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.
DiffEqML/.github
Welcome to DiffEqML: your hub for everything AI <> dynamical systems <> simulation <> numerical methods
DiffEqML/diffeqml-media
Media, tutorials and blog posts of DiffeqML
DiffEqML/ecosystem-ci
Automate issue discovery for your projects against Lightning nightly and releases.