baybe.searchspace.utils

Utilities for search space construction.

Functions

build_constrained_product(parameters, ...[, ...])	Build a constrained Cartesian product, using Polars if configured.
optimize_parameter_order(parameters, constraints)	Determine a heuristic parameter ordering for incremental space construction.
parameter_cartesian_prod_pandas(parameters)	Create the Cartesian product of discrete parameter values using Pandas.
parameter_cartesian_prod_pandas_constrained(...)	Build a Cartesian product of parameters with incremental constraint filtering.
parameter_cartesian_prod_polars(parameters)	Create the Cartesian product of discrete parameter values using Polars.