Configuration¶
There are two configuration values which act as default values for the instrumentor.
-
sklearn_instrumentation.config.
DEFAULT_EXCLUDE
= [<class 'bytes'>, <class 'str'>, <class 'numpy.ndarray'>, <enum 'Enum'>, <class 'sklearn.tree._classes.BaseDecisionTree'>]¶ By default, exclude these types from instrumentation. The default setting is to exclude
bytes
,str
,ndarray
,Enum
andBaseDecisionTree
.
-
sklearn_instrumentation.config.
DEFAULT_METHODS
= ['_fit', '_fit_transform', '_predict', '_predict_log_proba', '_predict_proba', '_transform', 'fit', 'fit_transform', 'predict', 'predict_log_proba', 'predict_proba', 'transform']¶ By default, instrument these methods on all BaseEstimators. The default is to instrument
_fit
,_predict
,_predict_log_proba
,_predict_proba
,_transform
,fit
,predict
,predict_log_proba
,predict_proba
, andtransform
.