Function gaussian

MachineLearningAlgorithm/KNN/KNN.py:14–17

Input a distance and return it`s weight

(dist, sigma=10.0)

def gaussian(dist, sigma=10.0):
    """ Input a distance and return it`s weight"""
    weight = np.exp(-dist ** 2 / (2 * sigma ** 2))
    return weight


"""