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Bobbu Abadeerleft a comment
NannyML's Product Designer here! With this update we’ve made such big strides forward in terms of usability, flexibility, and catering to even more use cases. Huge thanks to all the user testers and research participants who have helped us to learn more about all the different ways people use ML models, how they monitor them, and how they want to monitor them. In the year since I joined NannyML...
NannyML Regression v0.8.0OSS 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
NannyML Regression v0.8.0OSS Python library for detecting silent ML model failure
Bobbu Abadeerleft a comment
It’s been a wild ride, personally learning about all the quirks of data science practice from the NannyML team and all the users we’ve spoken to in the months leading up to this. I can’t wait to see what folks make of it, and get all the feedback that will help us to make this better and better. Making real product design a core part of the process has been crucial to keeping the user needs...
NannyMLOSS 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.
NannyMLOSS Python library for detecting silent ML model failure
