equialgo/fairness-in-ml

Serialize fair classifier

dlmracek opened this issue · 1 comments

dlmracek commented

Nice work, thanks for sharing. Do you have a recommendation for serializing _trainable_clf_net to the exclusion of _trainable_adv_net.

For example,

from keras.models import load_model
_trainable_clf_net.save('fair_model.h5')

equialgo commented

Hi @dlmracek, sorry but I cannot give you further advise on this one. Besides that I would recommend to use this code/solution for inspiration only. For real applications, I would advise to rebuild the whole thing in Tensorflow 2.x!