NixtlaClient.cross_validation (df:~AnyDFType,
h:typing.Annotated[int,Gt(gt=0)], freq:Uni
on[str,int,pandas._libs.tslibs.offsets.Bas
eOffset,NoneType]=None,
id_col:str='unique_id', time_col:str='ds',
target_col:str='y', level:Optional[list[Un
ion[int,float]]]=None,
quantiles:Optional[list[float]]=None,
validate_api_key:bool=False, n_windows:typ
ing.Annotated[int,Gt(gt=0)]=1, step_size:O
ptional[Annotated[int,Gt(gt=0)]]=None, fin
etune_steps:typing.Annotated[int,Ge(ge=0)]
=0, finetune_depth:Literal[1,2,3,4,5]=1, f
inetune_loss:Literal['default','mae','mse'
,'rmse','mape','smape']='default',
finetuned_model_id:Optional[str]=None,
refit:bool=True, clean_ex_first:bool=True,
hist_exog_list:Optional[list[str]]=None,
date_features:Union[bool,list[str]]=False,
date_features_to_one_hot:Union[bool,list[s
tr]]=False, model:Literal['azureai','timeg
pt-1','timegpt-1-long-
horizon']='timegpt-1', num_partitions:Opti
onal[Annotated[int,Gt(gt=0)]]=None)
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