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DiffeqML

Research group for the intersection of deep learning, systems, numerics and signal processing.

176 followers
@Diffeq_ml

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Overview
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README.md

Welcome to DiffEqML

Your hub for everything (pretrained models, layers, utilities, numerical methods, datasets) at the intersection:

AI <> dynamical systems <> simulation & prediction <> numerical methods.

Pinned

torchdyn torchdyn Public

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

Jupyter Notebook 1.3k 123
diffeqml-research diffeqml-research Public

This repository contains code released by DiffEqML Research

Jupyter Notebook 78 7
torchcontrol torchcontrol Public

A PyTorch library for all things nonlinear control and reinforcement learning.

Jupyter Notebook 38 8
pde-dataset-generator pde-dataset-generator Public

A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2

Jupyter Notebook 33 6
tutorials tutorials Public

Jupyter Notebook 10 1

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Showing 10 of 13 repositories

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

Jupyter Notebook 1,282 Apache-2.0 123 36 (10 issues need help) 2 Updated May 2, 2024
DeepSpeed Public Forked from microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 2 Apache-2.0 3,997 0 0 Updated Sep 16, 2023
kairos Public
Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure

Jupyter Notebook 17 1 1 0 Updated Mar 9, 2023
deep-signal-processing Public
Accompanying notebook guides for the deep signal processing notes [TBA].

Jupyter Notebook 3 Apache-2.0 1 0 0 Updated Nov 24, 2022
diffeqml-media Public
Media, tutorials and blog posts of DiffeqML

0 Apache-2.0 0 0 0 Updated Sep 23, 2022
bayesopt-science Public
DiffeqML Bayesian Optimization toolkit in PyTorch

Python 1 0 0 0 Updated Jul 26, 2022
.github Public
Welcome to DiffEqML: your hub for everything AI <> dynamical systems <> simulation <> numerical methods

0 0 0 0 Updated Jun 22, 2022
tutorials Public

Jupyter Notebook 10 1 0 0 Updated Apr 14, 2022
ecosystem-ci Public Forked from Lightning-AI/ecosystem-ci
Automate issue discovery for your projects against Lightning nightly and releases.

Python 0 Apache-2.0 15 0 0 Updated Mar 9, 2022
diffeqml-research Public
This repository contains code released by DiffEqML Research

Jupyter Notebook 78 Apache-2.0 7 1 0 Updated Mar 9, 2022

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