DiffeqML

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13 repositories

torchdyn
Public
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
neural-network dynamical-systems numerical-methods control-theory neural-ode neural-differential-equations deep-equilibrium-models implicit-models deep-learning pytorch
Jupyter Notebook
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Apache License 2.0
•131•1.4k•37•3•Updated May 2, 2024May 2, 2024
DeepSpeed
Public
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Python
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Apache License 2.0
•4.2k•2•0•0•Updated Sep 16, 2023Sep 16, 2023
kairos
Public
Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure
Jupyter Notebook
•2•24•2•0•Updated Mar 9, 2023Mar 9, 2023
deep-signal-processing
Public
Accompanying notebook guides for the deep signal processing notes [TBA].
deep-learning signal-processing convolution frequency-domain transfer-functions fourier-transform state-space-models long-sequence
Jupyter Notebook
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Apache License 2.0
•2•4•0•0•Updated Nov 24, 2022Nov 24, 2022
diffeqml-media
Public
Media, tutorials and blog posts of DiffeqML
Apache License 2.0
•0•0•0•0•Updated Sep 23, 2022Sep 23, 2022
bayesopt-science
Public
DiffeqML Bayesian Optimization toolkit in PyTorch
Python
•0•1•0•0•Updated Jul 26, 2022Jul 26, 2022
.github
Public
Welcome to DiffEqML: your hub for everything AI <> dynamical systems <> simulation <> numerical methods
0•0•0•0•Updated Jun 22, 2022Jun 22, 2022
tutorials
Public
Jupyter Notebook
•1•10•0•0•Updated Apr 14, 2022Apr 14, 2022
ecosystem-ci
Public
Automate issue discovery for your projects against Lightning nightly and releases.
Python
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Apache License 2.0
•16•0•0•0•Updated Mar 9, 2022Mar 9, 2022
diffeqml-research
Public
This repository contains code released by DiffEqML Research
control research deep-learning dynamical-systems numerical-methods neural-differential-equations
Jupyter Notebook
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Apache License 2.0
•8•85•1•0•Updated Mar 9, 2022Mar 9, 2022
torchcontrol
Public
A PyTorch library for all things nonlinear control and reinforcement learning.
Jupyter Notebook
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Apache License 2.0
•8•43•0•0•Updated Oct 22, 2021Oct 22, 2021
neurodiffeq
Public
A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.
Python
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MIT License
•92•1•0•0•Updated Jul 7, 2021Jul 7, 2021
pde-dataset-generator
Public
A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2
graph su2 dgl fenics arcsim generating-datasets
Jupyter Notebook
•7•35•1•0•Updated Jul 5, 2021Jul 5, 2021