Ejemplos de create_dist_function en Python

Ejemplo n.º 1

Archivo: Lab4.py Proyecto: TSienki/AEM

def run():
    neighbourhood = 50  # radius of neighbourhood
    data = parse_data("data/objects20_06.data")
    dist_matrix = create_dist_function(data,
                                       lambda x1, x2: np.linalg.norm(x1 - x2))
    print("Random")
    run_measurements_msls(data, dist_matrix, neighbourhood, 10, "random")

Ejemplo n.º 2

Archivo: Lab3.py Proyecto: TSienki/AEM

def run():
    neighbourhood = 50  #radius of neighbourhood
    data = parse_data("data/objects20_06.data")
    dist_matrix = create_dist_function(data,
                                       lambda x1, x2: np.linalg.norm(x1 - x2))
    run_measurements(data, dist_matrix, neighbourhood, 1, method="none")
    run_measurements(data, dist_matrix, neighbourhood, 1, method="cache")
    run_measurements(data, dist_matrix, neighbourhood, 1, method="candidates")
    run_measurements(data,
                     dist_matrix,
                     neighbourhood,
                     1,
                     method="candidates_with_cache")