Sequential Models Regularizers

Overview

Adding a Regularizer

To add a regularizer to a layer, just add it to input arguments as follows

model.add(tf.layers.dense({ 
    units: 32, 
    kernelRegularizer:tf.regularizers.l2() 
})); 
				

Common regularizers are

• tf.regularizers.l2(size) - size is 0.01 by default
• tf.regularizers.l1(size) - size is 0.01 by default