def testNoFailureVisualizationApi(self): sample, observer = self.templateTestObserverCollecting( 2, 10, True, True, True, random_state=1000) ga_visualizer.show_evolution(observer) ga_visualizer.show_clusters(sample, observer) ga_visualizer.animate_cluster_allocation(sample, observer)
def template_clustering(path, count_clusters, chromosome_count, population_count, count_mutation_gens, coeff_mutation_count=0.25, select_coeff=1.0, fps=15, animation=False): sample = read_sample(path); algo_instance = genetic_algorithm(data=sample, count_clusters=count_clusters, chromosome_count=chromosome_count, population_count=population_count, count_mutation_gens=count_mutation_gens, coeff_mutation_count=coeff_mutation_count, select_coeff=select_coeff, observer=ga_observer(True, True, True)) start_time = time.time(); algo_instance.process(); print("Sample: ", path, "\t\tExecution time: ", time.time() - start_time, "\n"); observer = algo_instance.get_observer(); ga_visualizer.show_clusters(sample, observer); if (animation is True): ga_visualizer.animate_cluster_allocation(sample, observer, movie_fps=fps, save_movie="clustering_animation.mp4");
def template_clustering(path, count_clusters, chromosome_count, population_count, count_mutation_gens, coeff_mutation_count=0.25, select_coeff=1.0, fps=15, animation=False): sample = read_sample(path) algo_instance = genetic_algorithm(data=sample, count_clusters=count_clusters, chromosome_count=chromosome_count, population_count=population_count, count_mutation_gens=count_mutation_gens, coeff_mutation_count=coeff_mutation_count, select_coeff=select_coeff, observer=ga_observer(True, True, True)) start_time = time.time() algo_instance.process() print("Sample: ", path, "\t\tExecution time: ", time.time() - start_time, "\n") observer = algo_instance.get_observer() ga_visualizer.show_clusters(sample, observer) if (animation is True): ga_visualizer.animate_cluster_allocation(sample, observer, movie_fps=fps, save_movie="clustering_animation.mp4")
def testNoFailureVisualizationApi(self): sample, observer = self.templateTestObserverCollecting(2, 10, True, True, True) ga_visualizer.show_evolution(observer) ga_visualizer.show_clusters(sample, observer) ga_visualizer.animate_cluster_allocation(sample, observer)