def update_BSSF(org):
global BSSF
BSSF = Organism(org.rate, org.momentum, org.structure)
BSSF.set_score(org.score)
print org.rate, org.momentum, org.structure, org.score
def update_BSSF(org):
global BSSF
BSSF = Organism(org.rate, org.momentum, org.structure)
BSSF.set_score(org.score)
print org.rate, org.momentum, org.structure, org.score
import subprocess
from organism import Organism
import random as rand
TRAIN_SPLIT = 75
MAX_GENERATIONS = 20
MAX_EPOCHS = 1000000
VALIDATION_PERCENT = 15
POPULATION_SIZE = 10
MAX_HIDDEN_LAYERS = 3
MAX_HIDDEN_NODES = 15
BSSF = Organism(0, 0, 0)
BSSF.set_score(0)
def initialize_pop():
population = []
for i in range(POPULATION_SIZE):
rate = rand.random()
momentum = rand.random()
hidden_layers = rand.randint(1, MAX_HIDDEN_LAYERS)
struct = ""
first = True
for j in range(hidden_layers):
if not first:
struct += ","
first = False
struct += str(rand.randint(1, MAX_HIDDEN_NODES))
org = Organism(rate, momentum, struct)
population.append(org)
return population
import subprocess
from organism import Organism
import random as rand
TRAIN_SPLIT = 75
MAX_GENERATIONS = 20
MAX_EPOCHS = 1000000
VALIDATION_PERCENT = 15
POPULATION_SIZE = 10
MAX_HIDDEN_LAYERS = 3
MAX_HIDDEN_NODES = 15
BSSF = Organism(0, 0, 0)
BSSF.set_score(0)
def initialize_pop():
population = []
for i in range(POPULATION_SIZE):
rate = rand.random()
momentum = rand.random()
hidden_layers = rand.randint(1, MAX_HIDDEN_LAYERS)
struct = ""
first = True
for j in range(hidden_layers):
if not first:
struct += ","
first = False
struct += str(rand.randint(1, MAX_HIDDEN_NODES))
org = Organism(rate, momentum, struct)
population.append(org)
