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Tivadar Danka
TivadarDanka
Mean Square Error is one of the most ubiquitous error functions in machine learning.Did you know that it arises naturally from Bayesian estimation? That seemingly rigid formula has a deep
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Expected value is one of the most fundamental concepts in probability theory and machine learning.Have you ever wondered what it really means and where does it come from?The formula doesn't
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So, you want to wrap your machine learning model into an API. Flask used to be the best tool for that, but lately, FastAPI has become my favorite.Here are my
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Have you ever implemented a dynamic function dispatcher in Python, where you can register functions at runtime using the decorator syntax? (Like the routers for FastAPI.)I did this recently, and
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