def load_network(filename) -> Network:
"""Deprecated: Do not use"""
with open(filename, "rb") as fh:
old_network = Unpickler(fh).load()
new_network = get_generic_network()
for old_layer, new_layer in zip(old_network.layers, new_network.layers):
old_layer.transference_fn = new_layer.transference_fn
if adaptive_k is None:
old_network.eta = new_network.eta
old_network.adaptive_k = 0
else:
old_network.adaptive_k = adaptive_k
old_network.momentum = new_network.momentum
return old_network
