def test_kullback_leibler_divergence_calculation(self):
"""
Regression Test.
"""
first_distribution_probs = [ 0.83, 0.1, 0.07]
second_distribution_props = [0.65, 0.2, 0.15]
screwed_distribution_props = [0.3, 0.0, 0.7]
self.assertAlmostEqual(KullbackLeiblerDivergence.kullback_leibler_divergence_calculation(first_distribution_probs, second_distribution_props),\
0.115749946056,
10)
def test_kullback_leibler_divergence_calculation(self):
"""
Regression Test.
"""
first_distribution_probs = [0.83, 0.1, 0.07]
second_distribution_props = [0.65, 0.2, 0.15]
screwed_distribution_props = [0.3, 0.0, 0.7]
self.assertAlmostEqual(KullbackLeiblerDivergence.kullback_leibler_divergence_calculation(first_distribution_probs, second_distribution_props),\
0.115749946056,
10)
