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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 150 29

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

    A spherical convolutional neural network for cosmology (TFv2).

    Python 19 5

  3. deepsphere-tf1 deepsphere-tf1 Public

    DeepSphere: a graph-based spherical CNN (TensorFlow)

    Jupyter Notebook 12 1

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

    A spherical convolutional neural network for cosmology (TFv1).

    Jupyter Notebook 130 31

  5. deepsphere-weather deepsphere-weather Public

    A spherical CNN for weather forecasting

    Python 62 8

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