How do I get the weights of a layer in Keras?

Question

I am using Windows 10, Python 3.5, and tensorflow 1.1.0. I have the following script:

import tensorflow as tf
import tensorflow.contrib.keras.api.keras.backe         


        

Answer 1

you can also use layer name, if layers index number is confusing

weights:

model.get_layer(<< layer_name >>).get_weights()[0]

Biases:

model.get_layer(<< layer_name >>).get_weights()[1]