2Vh H ddlZdZddddZdZdZy#e$rdZYwxYw) Ncl ddlm}||g|i|S#t$r|j|i|cYSxYw)zValidate the input data. wrapper for sklearn.utils.validation.validate_data or BaseEstimator._validate_data depending on the scikit-learn version. TODO: remove when minimum scikit-learn version is 1.6 r) validate_data)sklearn.utils.validationr ImportError_validate_data) estimatorargskwargsrs H/home/dcms/DCMS/lib/python3.12/site-packages/keras/src/wrappers/fixes.pyrrsI:Y8888 9'y''888 s 33F) raise_unknownc|fd}tjjj}||S)NcDr|dk(rrnd}td|d|S)zdDepending on the value of raise_unknown, either raise an error or return 'unknown'. unknowndatazUnknown label type for z: ) ValueError) target_typeinput input_namer ys r _raise_or_returnz(type_of_target.._raise_or_returns7 [I5",J&E6ugRuEF F )r)sklearnutils multiclasstype_of_target)rrr rrs``` r rrs;--**99 j:K K ((rcJtjjddS)aReturn whether metadata routing is enabled. Returns: enabled : bool Whether metadata routing is enabled. If the config is not set, it defaults to False. TODO: remove when the config key is no longer available in scikit-learn enable_metadata_routingF)r get_configgetrr _routing_enabledr!+s!     # #$=u EErc|r|jjd|n|jj}ts|rtd|dt |yy)aRaise an error if metadata routing is not enabled and params are passed. Parameters: params : dict The metadata passed to a method. owner : object The object to which the method belongs. method : str The name of the method, e.g. "fit". Raises: ValueError If metadata routing is not enabled and params are passed. .z#Passing extra keyword arguments to z is only supported if enable_metadata_routing=True, which you can set using `sklearn.set_config`. See the User Guide for more details. Extra parameters passed are: N) __class____name__r!rset)paramsownermethodcallers r _raise_for_paramsr+8sp"  ?? # # $AfX. __ % %  &1&:67:&k]  D  #) r))rrrrr!r+r rr r-s@ &)e)" F kGs !!