probinet.model_selection.parameter_search

This module defines the grid of parameters to be tested for models selection. It provides a function to generate all possible combinations of parameter values.

Functions

define_grid(**kwargs)

Define the grid of parameters to be tested.

probinet.model_selection.parameter_search.define_grid(**kwargs: Any) → List[Dict[str, Any]]

Define the grid of parameters to be tested.

Parameters:

**kwargs (Any) – Keyword arguments where the key is the parameter name and the value is a list of possible values for that parameter.

Returns:

A list of dictionaries, each representing a unique combination of parameter values.

Return type:

List[Dict[str, Any]]