pdmlabs.constraint_functions.constraint

pdmlabs.constraint_functions.constraint#

Functions

`NP_semi_supervised`()
`auto_profile_max_wait_time_constraint`(...)
`combine_constraint_functions`(*functions)
`incremental_constraint_function`(...)
`incremental_max_wait_time_constraint`(...)
`sand_parameters_constraint_function`([...])	Returns ------- Function Reference which compute the valid parametrization for SAND.
`self_tuning_constraint_function`(current_pipeline)
`unsupervised_distance_based`(...)
`unsupervised_max_wait_time_constraint`(...)

pdmlabs.constraint_functions.constraint.auto_profile_max_wait_time_constraint(current_pipeline)#

pdmlabs.constraint_functions.constraint.combine_constraint_functions(*functions)#

pdmlabs.constraint_functions.constraint.incremental_constraint_function(params_configuration_list)#

pdmlabs.constraint_functions.constraint.incremental_max_wait_time_constraint(current_pipeline)#

pdmlabs.constraint_functions.constraint.sand_parameters_constraint_function(current_pipeline=None)#: Returns ——- Function Reference which compute the valid parametrization for SAND.

The Nested Function return a Boolean list which refer to params_configuration_list, where True indicates that the parameter combination is valid, and False indicates that the parameters are invalid. The calculated results list has length equal to the params_configuration_list length.

pdmlabs.constraint_functions.constraint.self_tuning_constraint_function(current_pipeline)#

pdmlabs.constraint_functions.constraint.unsupervised_distance_based(params_configuration_list)#

pdmlabs.constraint_functions.constraint.unsupervised_max_wait_time_constraint(current_pipeline)#