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Nikolaos Perrakis
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Hello, I am Nik, a Research Data Scientist at NannyML.
I am very happy to share that my journey with NannyML continues. 6 months ago we launched our open source library supporting model monitoring for binary classification models. We have added a lot more features since then and are now launching support for monitoring of regression models! We will not stop here. Please join us in enhancing...
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
Nikolaos Perrakis
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I‘m Nik Senior Data Scientist at NannyML.
I am very excited to be building an open source product I wish I had on my previous roles in Capital One. I can already see how I would ‘ve spent less time getting the results and more time evaluating and disseminating them to stakeholders if NannyML had been available. My dream is for NannyML to make post deployment Data Science more productive and...
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
Nikolaos Perrakis
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As an employee of a remote first company I really appreciate the insights here!
Why I’ll only found remote-first companies moving forward
Amir Ashkenazi
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