Hypercomplex NN inclusion in Keras

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Hypercomplex NN inclusion in Keras #19944

Open rkycia opened 2 months ago

rkycia commented 2 months ago

Hello,

will you be possibly interested in donating to Keras core hypercomplex NN codes - creating Keras + TensorFlow and Keras + PyTorch - Dense and Convolutional (1D, 2D, 3D) layers based on hypercomplex algebras as well as general algebras?

There are some specific codes for quaternions and other selected hyperalgebras, however there is no library for general hypercomplex algebras. We can extend Keras by this functionality.

All the best, Radek

divyashreepathihalli commented 2 months ago

@rkycia Thank you for filing the issue. This would be a great addition to keras layers and we would encourage you to have a repo that could support it. Right now we would like to keep the keras layer implementations simple.