Package for drift detection

This page summarizes the projects mentioned and recommended in the original post on /r/mlops

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  • great_expectations

    Always know what to expect from your data.

  • great_expectations: https://github.com/great-expectations/great_expectations

  • evidently

    Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

  • evidently: https://github.com/evidentlyai/evidently

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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