NannyML
OSS Python library for detecting silent ML model failure
NannyML launched on May 15, 2022 with 155 votes, #158 of 2,942 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 4 years on.
What it does
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: post-deployment data science in python. Contribute to NannyML/nannyml development by creating an account on GitHub.
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NannyML Regression v0.8.02022 · nannyml.com · ▲85OSS Python library for detecting silent ML model failure
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