def get(self):
index = self.context['experiment']['index'] - 1
index %= len(self.population)
origin = self.population[index]
dna = DNASequence()
dna.fromstring(origin['dna'])
mutate(dna, self.data['mutations'])
return dna
def decompile(network: NeuralNetwork):
dna = DNASequence()
for layer in network.layers:
_create_layer(dna, network, layer)
return dna