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That's funny, I went the opposite direction. I only use pandas if I need to group by and aggregate, or to use in plotting functions. When doing array operations
by CapmCrackaWaka 4y ago
That's funny, I went the opposite direction. I only use pandas if I need to group by and aggregate, or to use in plotting functions. When doing array operations, I pretty much always use numpy, figuring out how to broadcast and vectorize operations is one of the most fun parts of my job in my opinion.
- hcrad 4y agoI have had the same experience and instead of Pandas have been using numpy-groupies to handle aggregate/groupby operations. It's quite performant and feels a bit cleaner to use than importing pandas for a couple operations. https://github.com/ml31415/numpy-groupies https://github.com/ml31415/numpy-groupies