May 2020
Intermediate to advanced
576 pages
26h 55m
French
Content preview from Deep Learning avec Keras et TensorFlow
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5.4 TF Transform
207
© Dunod – Toute reproduction non autorisée est un délit.
Les couches de prétraitement proposées par Keras vont énormément faciliter le
prétraitement
! Désormais, que vous décidiez d’écrire vos propres couches de prétrai-
tement ou d’employer celles de Keras (voire même d’utiliser l’API Feature Columns),
tout le prétraitement sera effectué à la volée. En revanche, pendant l’entraînement,
il peut être préférable de le réaliser à l’avance. Voyons pourquoi et voyons comment
procéder.
5.4 TF TRANSFORM
Si le prétraitement exige des calculs intensifs, le réaliser avant l’entraînement plutôt
qu’à la volée pourra améliorer énormément ...
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