qbiocode.data_generation.generator module#

Summary#

Functions:

Main function to generate datasets using various methods.

generate_data(type_of_data=None, save_path=None, n_samples=[100, 120, 140, 160, 180, 200, 220, 240, 260, 280], noise=[0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], hole=[True, False], n_classes=[2], dim=[3, 6, 9, 12], rad=[3, 6, 9, 12], n_features=[10, 30, 50], n_informative=[2, 6], n_redundant=[2, 6], n_clusters_per_class=[1], weights=[[0.3, 0.7], [0.4, 0.6], [0.5, 0.5]])[source]#: Main function to generate datasets using various methods.