Alibi Detect
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For more background on the importance of monitoring outliers and distributions in a production setting, check out from the Challenges in Deploying and Monitoring Machine Learning Systems ICML 2020 workshop, based on the paper and referencing Alibi Detect.
For a thorough introduction to drift detection, check out the talk below titled, . The talk covers what drift is and why it pays to detect it, the different types of drift, how it can be detected in a principled manner and also describes the anatomy of a drift detector.