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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: a graph-based spherical CNN (PyTorch)

    Python 110 22

  2. A spherical convolutional neural network for cosmology (TFv2).

    Python 7 4

  3. DeepSphere: a graph-based spherical CNN (TensorFlow)

    Jupyter Notebook 11

  4. A spherical convolutional neural network for cosmology (TFv1).

    Jupyter Notebook 120 28

  5. A spherical CNN for weather forecasting

    Python 40 6

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