def compare_with_empyrical(self, dependents, independent): INFINITY = 1000000 # close enough result = vectorized_beta( dependents, independent, allowed_missing=INFINITY, ) expected = np.array([ empyrical_beta(dependents[:, i].ravel(), independent.ravel()) for i in range(dependents.shape[1]) ]) assert_equal(result, expected, array_decimal=7) return result
def compare_with_empyrical(self, dependents, independent): INFINITY = 1000000 # close enough result = vectorized_beta( dependents, independent, allowed_missing=INFINITY, ) expected = np.array([ empyrical_beta(dependents[:, i].ravel(), independent.ravel()) for i in range(dependents.shape[1]) ]) assert_equal(result, expected, array_decimal=7) return result