Skip to content

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

Notifications You must be signed in to change notification settings

qmarcou/keras_extra

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

keras_extra

Build Status codecov

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

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages