Data Generation¶

MatrixGenerator¶

class bcselector.data_generation.MatrixGenerator[source]¶

Bases: bcselector.data_generation._BasicDataGenerator

Methods Summary

generate([n_rows, n_basic_cols, loc, …])

Methods Documentation

generate(n_rows=100, n_basic_cols=10, loc=0, noise_sigmas=None, basic_cost=1, seed=None, discretize_method='uniform', discretize_bins=10)[source]¶

DataFrameGenerator¶

class bcselector.data_generation.DataFrameGenerator[source]¶

Bases: bcselector.data_generation.MatrixGenerator

Methods Summary

generate([n_rows, n_basic_cols, loc, …])

Methods Documentation

generate(n_rows=100, n_basic_cols=10, loc=0, noise_sigmas=None, basic_cost=1, seed=None, discretize_method='uniform', discretize_bins=10)[source]¶