def q2_4(data, path):
case = int(sys.argv[1])
wfile = "w-100-40-4.csv"
bfile = "b-100-40-4.csv"
if case == 2:
wfile = "w-28-6-4.csv"
bfile = "b-28-6-4.csv"
elif case == 3:
wfile = "w-14-28-4.csv"
bfile = "b-14-28-4.csv"
w, b = loadwb(path + wfile, path + bfile)
model = three.ThreeLayers(case, 14, 4, w, b)
data["x_train"] = data["x_a"]
data["y_train"] = data["y_a"]
exp = Experiment(model, data, 1, 1)
w, b = exp.check_speicalpoint()
# output dw db
with open("result/" + wfile, 'wb') as csvfile:
writer = csv.writer(csvfile, delimiter=',')
for wouter in w:
for line in wouter:
writer.writerow(line)
with open("result/" + bfile, 'wb') as csvfile:
writer = csv.writer(csvfile, delimiter=',')
for line in b:
writer.writerow(line)
if __name__ == "__main__":
x_train, y_train, x_test, y_test, x_a, y_a = readfile("data")
data = {
