def test_normalization(self):
"""
Test that value is normalized for 1
"""
Number_of_tests = 1000
low = -1000
high = 1000
for i in range(Number_of_tests):
x = np.random.rand(100) * (high - low) + low
y = aux_functions.softmax_base(x)
result = np.sum(y)
nptest.assert_almost_equal(result, 1.0)
def test_finite(self):
"""
This tests that the tests produces a non-inifite
non nan value.
"""
Number_of_tests = 1000
low = -1000
high = 1000
for i in range(Number_of_tests):
x = np.random.rand(100) * (high - low) + low
y = aux_functions.softmax_base(x)
# This should be True if all are finite
all_finite = np.isfinite(y).all()
self.assertTrue(all_finite)
