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NannyML
OSS Python Library for Detecting Silent ML Model Failure
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13 reviews
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p/nannyml
Hakim Elakhrass
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3yr ago
NannyML - OSS Python library for detecting silent ML model failure
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.
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p/nannyml
Hakim Elakhrass
•
2yr ago
NannyML Regression v0.8.0 - OSS Python library for detecting silent ML model failure
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
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