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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 1.5k 134

  2. diffeqml-research diffeqml-research Public

    This repository contains code released by DiffEqML Research

    Jupyter Notebook 90 10

  3. torchcontrol torchcontrol Public

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

    Jupyter Notebook 47 10

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

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

    Jupyter Notebook 37 7

  5. tutorials tutorials Public

    Jupyter Notebook 10 1

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