Showing 1 open source project for "data leakage detection python"

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    Deequ

    Deequ

    Deequ is a library built on top of Apache Spark

    ...It also includes a little domain-specific language called DQDL (Data Quality Definition Language) which allows declarative specification of quality rules. Users typically run Deequ before feeding data downstream (to ML pipelines, analytics, or production systems), enabling early detection and isolation of data errors. There is also a Python wrapper, PyDeequ, for users who prefer working from Python environments.
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