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NannyML
OSS Python library for detecting silent ML model failure
152 votes·70 comments·May 15, 2022
About
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.