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pymaster210
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Hey, it’s Wiljan from NannyML.
Indeed, a lot has happened since our last launch here.
I have been mostly talking to data scientists for the past few months. So we can understand their pains and needs better, allowing us to build a better product for them.
We have also been talking to business users, model owners, and other stakeholders. AI models are almost never isolated services and most...
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
pymaster210
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CONFESSIONS of a Data Science Bro (and professional storyteller):
In my previous job, I would hit the gym every day, right before work. After I would get to the office and my colleagues would usually yell: “W-dawg, how is it going? Congrats, on your latest deployment man! Numbers are up by 20%”. I would go to the coffee machine, hand nuke my colleagues with some crazy stories and make everyone...
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