DeepSphere
Learning on the sphere (with a graph-based ConvNet). Used so far for cosmology, geophysics, 3D object recognition.
Pinned Repositories
deepsphere-cosmo-tf1
A spherical convolutional neural network for cosmology (TFv1).
deepsphere-cosmo-tf2
A spherical convolutional neural network for cosmology (TFv2).
deepsphere-pytorch
DeepSphere: a graph-based spherical CNN (PyTorch)
deepsphere-tf1
DeepSphere: a graph-based spherical CNN (TensorFlow)
deepsphere-weather
A spherical CNN for weather forecasting
paper-deepsphere-ascom2019
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications
paper-deepsphere-iclr2020
DeepSphere: a graph-based spherical CNN
paper-deepsphere-rlgm2019
DeepSphere: towards an equivariant graph-based spherical CNN
DeepSphere's Repositories
deepsphere/deepsphere-pytorch
DeepSphere: a graph-based spherical CNN (PyTorch)
deepsphere/deepsphere-cosmo-tf1
A spherical convolutional neural network for cosmology (TFv1).
deepsphere/deepsphere-weather
A spherical CNN for weather forecasting
deepsphere/deepsphere-cosmo-tf2
A spherical convolutional neural network for cosmology (TFv2).
deepsphere/deepsphere-tf1
DeepSphere: a graph-based spherical CNN (TensorFlow)
deepsphere/paper-deepsphere-iclr2020
DeepSphere: a graph-based spherical CNN
deepsphere/paper-deepsphere-ascom2019
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications
deepsphere/paper-deepsphere-rlgm2019
DeepSphere: towards an equivariant graph-based spherical CNN