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Spatially-sparse convolutional networks. Allows processing of sparse 2, 3 and 4 dimensional data.Build CNNs on the square/cubic/hypercubic or triangular/tetrahedral/hyper-tetrahedral lattices.

github.com/btgraham/sparseconvnet/wiki

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SparseConvNet

A spatially-sparse convolutional neural network

SparseConvNet has moved to https://github.com/facebookresearch/SparseConvNet

Now integrated with Torch and PyTorch, and with submanifold convolutions.

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Spatially-sparse convolutional networks. Allows processing of sparse 2, 3 and 4 dimensional data.Build CNNs on the square/cubic/hypercubic or triangular/tetrahedral/hyper-tetrahedral lattices.

github.com/btgraham/SparseConvNet/wiki

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C++ 38.5%
Cuda 34.8%
C 23.7%
Python 2.1%
Other 0.9%