DeepSphere

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8 repositories

deepsphere-cosmo-tf2
Public
A spherical convolutional neural network for cosmology (TFv2).
deep-learning sphere cosmology spherical-geometry graph-neural-networks tensorflow2 deepsphere
Python
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MIT License
•8•22•1•0•Updated Mar 13, 2025Mar 13, 2025
deepsphere-weather
Public
A spherical CNN for weather forecasting
deep-learning pytorch graph-neural-networks weather-forecasting deepsphere
Python
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MIT License
•8•73•3•0•Updated Dec 6, 2022Dec 6, 2022
deepsphere-pytorch
Public
DeepSphere: a graph-based spherical CNN (PyTorch)
sphere pytorch climate-science spherical-geometry graph-neural-networks deepsphere
Python
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MIT License
•32•162•6•1•Updated Apr 4, 2022Apr 4, 2022
paper-deepsphere-ascom2019
Public
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications
deepsphere
TeX
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Creative Commons Attribution 4.0 International
•0•1•0•0•Updated Nov 8, 2021Nov 8, 2021
paper-deepsphere-rlgm2019
Public
DeepSphere: towards an equivariant graph-based spherical CNN
deepsphere
TeX
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Creative Commons Attribution 4.0 International
•0•1•0•0•Updated Jan 2, 2021Jan 2, 2021
paper-deepsphere-iclr2020
Public
DeepSphere: a graph-based spherical CNN
deepsphere
Jupyter Notebook
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Creative Commons Attribution 4.0 International
•0•5•0•0•Updated Jan 2, 2021Jan 2, 2021
deepsphere-cosmo-tf1
Public
A spherical convolutional neural network for cosmology (TFv1).
deep-learning tensorflow sphere cosmology spherical-harmonics graph-neural-networks deepsphere
Jupyter Notebook
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MIT License
•31•134•0•0•Updated Jan 1, 2021Jan 1, 2021
deepsphere-tf1
Public
DeepSphere: a graph-based spherical CNN (TensorFlow)
tensorflow sphere weather-station climate-science spherical-geometry graph-neural-networks cosmological-inference deepsphere
Jupyter Notebook
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MIT License
•3•15•0•0•Updated Jan 1, 2021Jan 1, 2021