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@DiffEqML

DiffeqML

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

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  1. torchdyn torchdyn Public

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

    Jupyter Notebook 1.3k 124

  2. diffeqml-research diffeqml-research Public

    This repository contains code released by DiffEqML Research

    Jupyter Notebook 81 7

  3. torchcontrol torchcontrol Public

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

    Jupyter Notebook 40 8

  4. pde-dataset-generator pde-dataset-generator Public

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

    Jupyter Notebook 34 6

  5. tutorials tutorials Public

    Jupyter Notebook 10 1

Repositories

Showing 10 of 13 repositories
  • torchdyn Public

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

    DiffEqML/torchdyn’s past year of commit activity
    Jupyter Notebook 1,307 Apache-2.0 124 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.

    DiffEqML/DeepSpeed’s past year of commit activity
    Python 2 Apache-2.0 4,062 0 0 Updated Sep 16, 2023
  • kairos Public

    Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure

    DiffEqML/kairos’s past year of commit activity
    Jupyter Notebook 18 1 1 0 Updated Mar 9, 2023
  • deep-signal-processing Public

    Accompanying notebook guides for the deep signal processing notes [TBA].

    DiffEqML/deep-signal-processing’s past year of commit activity
    Jupyter Notebook 3 Apache-2.0 1 0 0 Updated Nov 24, 2022
  • diffeqml-media Public

    Media, tutorials and blog posts of DiffeqML

    DiffEqML/diffeqml-media’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Sep 23, 2022
  • bayesopt-science Public

    DiffeqML Bayesian Optimization toolkit in PyTorch

    DiffEqML/bayesopt-science’s past year of commit activity
    Python 1 0 0 0 Updated Jul 26, 2022
  • .github Public

    Welcome to DiffEqML: your hub for everything AI <> dynamical systems <> simulation <> numerical methods

    DiffEqML/.github’s past year of commit activity
    0 0 0 0 Updated Jun 22, 2022
  • tutorials Public
    DiffEqML/tutorials’s past year of commit activity
    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.

    DiffEqML/ecosystem-ci’s past year of commit activity
    Python 0 Apache-2.0 15 0 0 Updated Mar 9, 2022
  • diffeqml-research Public

    This repository contains code released by DiffEqML Research

    DiffEqML/diffeqml-research’s past year of commit activity
    Jupyter Notebook 81 Apache-2.0 7 1 0 Updated Mar 9, 2022
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