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Implement support for detecting data and concept drift, potentially integrating with open-source frameworks like River, Evidently AI, or Alibi-Detect.
There are two types of drifts: data and concept. There are many open source framework support detection of drift - https://github.com/online-ml/river - https://github.com/evidentlyai/evidently - https://github.com/SeldonIO/alibi-detect Few resources in this direction are - - https://blog.fastforwardlabs.com/2020/06/22/how-to-explain-huggingface-bert-for-question-answering-nlp-models-with-tf-2.0.html This is place holder ticket so new information will be added as they will be available.