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Rewrote the neural-network backend in torch while keeping the
public function name as snap().
Removed the TensorFlow/Keras backend dependency.
Removed the former external feature-selection dependency.
Replaced external feature selection with an internal Relief-style supervised importance score for regression and classification.
Removed the reproducibility option
Added normalization option
Added reference link to rpubs
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