NannyML

OSS Python Library for Detecting Silent ML Model Failure
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What is NannyML?
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 tech stack

We're aware of 2 technologies that NannyML is built with. NannyML utilizes products like Product Hunt, GitHub in their tech stack

Recent launches

NannyML Regression v0.8.0
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 image
NannyML
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 image

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