ler.utils.function_interpolation

Module Contents

Classes

FunctionConditioning

class ler.utils.function_interpolation.FunctionConditioning(function=None, x_array=None, conditioned_y_array=None, y_array=None, non_zero_function=False, gaussian_kde=False, gaussian_kde_kwargs={}, identifier_dict={}, directory='./interpolator_json', sub_directory='default', name='default', create_new=False, create_function=False, create_function_inverse=False, create_pdf=False, create_rvs=False, multiprocessing_function=False, callback=None)

info

callback = 'None'

__call__(*args)

create_decision_function(create_function, create_function_inverse, create_pdf, create_rvs)

create_gaussian_kde(x_array, y_array, gaussian_kde_kwargs)

create_interpolator(function, x_array, conditioned_y_array, create_function_inverse, create_pdf, create_rvs, multiprocessing_function)

create_z_array(x_array, function, conditioned_y_array, create_pdf, create_rvs, multiprocessing_function)

cdf_values_generator(x_array, z_array, conditioned_y_array)

pdf_norm_const_generator(x_array, function_spline, conditioned_y_array)

function_spline_generator(x_array, z_array, conditioned_y_array)