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A collection of custom Tensorflow Keras objects mostly for hierarchical multilabel learning and recommender systems

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keras_extra

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This python modules contains a collection of custom Tensorflow Keras objects for:

  • hierarchical multilabel learning (TMLoss, MCLoss, hierarchical regularization) and inference (hierarchical roll-up and roll-down)
  • cost sensitive label imbalance correction
  • recommender system performance evaluation (NDCG, RE@R)
  • handling of evaluation of more than one dev/test set during training
  • manipulation of dense and sparse tensors

About

A collection of custom Tensorflow Keras objects mostly for hierarchical multilabel learning and recommender systems

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