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Michael Chow
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Your description here
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site name
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Michael Chow
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2026-01-03 00:27:01
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Michael Chow Michael Chow Pandas has a hard job (and does it well) May 26, 2020 I’ve had to dive into pandas’ code base over the last year for a project (siuba), and my attitude has shifted dramatically from.. old attitude: why does pandas have to make things so hard? new attitude: pandas has a crazy difficult job. I think this is most apparent in the functions that decide what dtype a Block—the most basic thing that stores data in pandas—should be. For the ubiquitous Object dtype, it often figures out which of the many possible more specific types to cast it to. ... Read more Single dispatch for democratizing data science tools February 24, 2020 Imagine you had to implement some action across classes in 60 packages. You know what result you want, but may need to handle each class in a specific way. For example, Jupyter notebooks need to represent python classes as html. The broom package in R uses its tidy() function to summarize d...
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