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@deepsphere

DeepSphere

Learning on the sphere (with a graph-based ConvNet). Used so far for cosmology, geophysics, 3D object recognition.

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  1. deepsphere-pytorch deepsphere-pytorch Public

    DeepSphere: a graph-based spherical CNN (PyTorch)

    Python 155 29

  2. deepsphere-cosmo-tf2 deepsphere-cosmo-tf2 Public

    A spherical convolutional neural network for cosmology (TFv2).

    Python 19 6

  3. deepsphere-tf1 deepsphere-tf1 Public

    DeepSphere: a graph-based spherical CNN (TensorFlow)

    Jupyter Notebook 14 3

  4. deepsphere-cosmo-tf1 deepsphere-cosmo-tf1 Public

    A spherical convolutional neural network for cosmology (TFv1).

    Jupyter Notebook 131 30

  5. deepsphere-weather deepsphere-weather Public

    A spherical CNN for weather forecasting

    Python 68 8

Repositories

Showing 8 of 8 repositories
  • deepsphere-cosmo-tf2 Public

    A spherical convolutional neural network for cosmology (TFv2).

    deepsphere/deepsphere-cosmo-tf2’s past year of commit activity
    Python 19 MIT 6 3 0 Updated Apr 1, 2024
  • deepsphere-weather Public

    A spherical CNN for weather forecasting

    deepsphere/deepsphere-weather’s past year of commit activity
    Python 68 MIT 8 3 0 Updated Dec 6, 2022
  • deepsphere-pytorch Public

    DeepSphere: a graph-based spherical CNN (PyTorch)

    deepsphere/deepsphere-pytorch’s past year of commit activity
    Python 155 MIT 29 5 1 Updated Apr 4, 2022
  • paper-deepsphere-ascom2019 Public

    DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications

    deepsphere/paper-deepsphere-ascom2019’s past year of commit activity
    TeX 1 CC-BY-4.0 0 0 0 Updated Nov 8, 2021
  • paper-deepsphere-rlgm2019 Public

    DeepSphere: towards an equivariant graph-based spherical CNN

    deepsphere/paper-deepsphere-rlgm2019’s past year of commit activity
    TeX 1 CC-BY-4.0 0 0 0 Updated Jan 2, 2021
  • paper-deepsphere-iclr2020 Public

    DeepSphere: a graph-based spherical CNN

    deepsphere/paper-deepsphere-iclr2020’s past year of commit activity
    Jupyter Notebook 5 CC-BY-4.0 0 0 0 Updated Jan 2, 2021
  • deepsphere-cosmo-tf1 Public

    A spherical convolutional neural network for cosmology (TFv1).

    deepsphere/deepsphere-cosmo-tf1’s past year of commit activity
    Jupyter Notebook 131 MIT 30 0 0 Updated Jan 1, 2021
  • deepsphere-tf1 Public

    DeepSphere: a graph-based spherical CNN (TensorFlow)

    deepsphere/deepsphere-tf1’s past year of commit activity
    Jupyter Notebook 14 MIT 3 0 0 Updated Jan 1, 2021

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