def test_generate_gaussian_integers_len(self):
num_1 = ng.generate_gaussian_integers(mu=3,
sigma=1,
lower_limit=1,
upper_limit=5,
size=1)
self.assertEqual(len(num_1), 1)
self.assertEqual(num_1[0], int(num_1[0]))
vec_1 = ng.generate_gaussian_integers(mu=3,
sigma=1,
lower_limit=1,
upper_limit=5,
size=10)
self.assertEqual(len(vec_1), 10)
def test_generate_gaussian_integers_zero_sigma(self):
num_1 = ng.generate_gaussian_integers(mu=3,
sigma=0,
lower_limit=1,
upper_limit=5,
size=1)
self.assertEqual(num_1, 3)
def test_generate_gaussian_integers_values_limit(self):
vec_1 = ng.generate_gaussian_integers(mu=3,
sigma=1,
lower_limit=1,
upper_limit=5,
size=100)
self.assertEqual(len(vec_1[vec_1 < 1]), 0)
self.assertEqual(len(vec_1[vec_1 > 5]), 0)
def setup_functions(self):
self.dict[
constants.
DNA_SIZE_STR] = lambda list_input: ng.generate_gaussian_integers(
list_input[0], list_input[1], list_input[2], list_input[3],
list_input[4])
self.dict[
constants.
DNA_ACTIONS_STR] = lambda list_input: ng.generate_n_uniform_random_integers(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.
DNA_FEATURES_STR] = lambda list_input: ng.generate_n_uniform_random_integers(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.
DNA_WEIGHTS_STR] = lambda list_input: ng.generate_n_uniform_random_values(
list_input[0])
self.dict[
constants.
DNA_PARENTHESES_STR] = lambda list_input: ng.generate_n_uniform_random_integers(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.DNA_WL_SCALAR] = lambda list_input: ng.generate_gaussian(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.DNA_WL_POWER] = lambda list_input: ng.generate_gaussian(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.
DNA_PARENTHESES_BIAS] = lambda list_input: ng.generate_gaussian(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.
DNA_WL_ACTIVATION] = lambda list_input: ng.generate_non_uniform_integers(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.
DNA_PARENTHESES_ACTIVATION] = lambda list_input: ng.generate_non_uniform_integers(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.DNA_WL_BIAS] = lambda list_input: ng.generate_gaussian(
list_input[0], list_input[1], list_input[2])
self.dict[
constants.
DNA_PARENTHESES_POWER] = lambda list_input: ng.generate_gaussian(
list_input[0], list_input[1], list_input[2])
def create_size_feature(mu=3, sigma=1, lower_limit=1, upper_limit=5):
return ng.generate_gaussian_integers(mu=mu,
sigma=sigma,
lower_limit=lower_limit,
upper_limit=upper_limit)[0]
def sample_size(mu):
return ng.generate_gaussian_integers(
mu=mu,
sigma=1,
lower_limit=1,
upper_limit=constants.MAX_SIZE_INDIVIDUAL)[0]