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Hypercomplex NN inclusion in Keras #19944

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rkycia opened this issue Jul 1, 2024 · 1 comment
Open

Hypercomplex NN inclusion in Keras #19944

rkycia opened this issue Jul 1, 2024 · 1 comment
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type:feature The user is asking for a new feature.

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@rkycia
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rkycia commented Jul 1, 2024

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

@mehtamansi29 mehtamansi29 added type:feature The user is asking for a new feature. keras-team-review-pending Pending review by a Keras team member. labels Jul 2, 2024
@divyashreepathihalli
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@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.

@divyashreepathihalli divyashreepathihalli removed the keras-team-review-pending Pending review by a Keras team member. label Jul 11, 2024
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