alibi-detect
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Tidy up old name references, and rename cd submodule to dd
The drift detection submodule was named cd
for "concept drift". We should rename it to dd
for drift detection. There are also a number of items scattered around that could be renamed in a similar fasion. For example, in alibi_detect.base
, concept_drift_dict
should be renamed drift_prediction_dict
, and "outlier" below needs removing:
class BaseDetector(ABC):
""" Base class for outlier detection algorithms. """
@arnaudvl noted that we could also make all our detectors accessible one level higher e.g. from alibi_detect import MMDDrift
since they mostly have "Drift" or "Outlier" in their names (we might want to rename adversarial detectors e.g. ModelDistillation
in this case).