Useful Keras features

Here is the summary of interesting features that I feel I will find useful to reference when I am building a deep learning pipeline a.k.a things I usually don’t remember. From Keras documentation at https://keras.io and other online posts.

How can I interrupt training when the validation loss isn’t decreasing anymore?

You can use an EarlyStopping callback:

from keras.callbacks import EarlyStopping
early_stopping = EarlyStopping(monitor='val_loss', patience=2)
model.fit(X, y…