alibi_detect.base module

class alibi_detect.base.BaseDetector[source]

Bases: abc.ABC

Base class for outlier detection algorithms.

property meta
Return type

Dict

abstract predict(X)[source]
Return type

Dict[Dict[str, str], Dict[numpy.ndarray, numpy.ndarray]]

abstract score(X)[source]
Return type

Tuple[numpy.ndarray, numpy.ndarray]

class alibi_detect.base.FitMixin[source]

Bases: abc.ABC

abstract fit(X)[source]
Return type

None

class alibi_detect.base.ThresholdMixin[source]

Bases: abc.ABC

abstract infer_threshold(X)[source]
Return type

None

alibi_detect.base.adversarial_prediction_dict()[source]
alibi_detect.base.outlier_prediction_dict()[source]