v0.7.1

v0.7.1 (2021-07-22)

Full Changelog

Added

• Extend allowed input type for drift detectors to include List[Any] with additional graph and text data examples.
• Allow custom preprocessing steps within alibi_detect.utils.pytorch.prediction.predict_batch and alibi_detect.utils.tensorflow.prediction.predict_batch. This makes it possible to take List[Any] as input and combine instances in the list into batches of data in the right format for the model.

Removed

• PCA preprocessing step for drift detectors.

Fixed

• Improve numerical stability LSDD detectors (offline and online) to avoid overflow/underflow caused by higher dimensionality of the input data.
• Spectral Residual outlier detector test.