tabensemb.model.PytorchTabular._new_model#

method

PytorchTabular._new_model(model_name, verbose, **kwargs)[source]#

Generate a new selected model based on kwargs.

Parameters:

model_name:: The name of a selected model.
verbose:: Verbosity.
**kwargs:: Parameters to generate the model returned by _get_params(). It contains all arguments in _initial_values(). If any model is required, which is defined in required_models(), there will be a named argument “required_models” containing required models extracted by _get_required_models().

Returns:

model:: A new model (without any restriction to its type). It will be passed to _train_single_model() and _pred_single_model().