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Niels Nuyttens
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Hey, Niels the only engineer here. It’s been amazing to see how much our team has achieved since our last launch. We launched mission-critical features such as support for regression and expanded the range of drift detection methods. We turned a library into a CLI and a container, exporting our metrics into databases and dashboards, pushing forward to give NannyML a well-deserved place within...
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
NannyML Regression v0.8.0
OSS Python library for detecting silent ML model failure
Niels Nuyttens
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Hey, Niels here, lead engineer at NannyML. I’ve worked as a software engineering and architecture consultant for over decade, specializing in building data-intensive applications.
As a long-term user of open source tools and libraries I’m ever so proud to finally give back to the community - please don’t hate the code though ;-)
The last year has been a great working experience, expanding my...
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.
NannyML
OSS Python library for detecting silent ML model failure