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