1import tensorflow as tf
2from tensorflow.keras.saving import register_keras_serializable
3from tensorflow.keras import layers, models, backend as K
4import numpy as np
5
6@register_keras_serializable()
7def floodtrust_activation(x):
8 return 0.5 + tf.sigmoid(x) # output in range [0.5, 1.5]