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  • Jakub Białek

    Jakub Białek

    DS interested in XAI and monitoring.
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    Jakub Białek
    Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. Alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance
    NannyML Regression v0.8.0
    OSS Python library for detecting silent ML model failure
    Jakub Białek
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    Jakub Białek
    NannyML estimates real-world model performance (without access to targets) and alerts you when and why it changed. The performance estimation algorithm, confidence-based performance estimation (CBPE), was researched by core contributors.
    NannyML
    OSS Python library for detecting silent ML model failure