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  • Simplify Your Managed File Transfers with JSCAPE Icon
    Simplify Your Managed File Transfers with JSCAPE

    JSCAPE is a Flexible, Scalable MFT Solution That Supports Any Protocol, Any Platform, Any Deployment

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    Population Shift Monitoring

    Population Shift Monitoring

    Monitor the stability of a Pandas or Spark dataframe

    ...It works with numerical, ordinal, categorical features, and the histograms can be higher-dimensional, e.g. it can also track correlations between any two features. popmon can automatically flag and alert on changes observed over time, such as trends, shifts, peaks, outliers, anomalies, changing correlations, etc, using monitoring business rules. Advanced users can leverage popmon's modular data pipeline to customize their workflow. Visualization of the pipeline can be useful when debugging or for didactic purposes. There is a script included with the package that you can use.
    Downloads: 6 This Week
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