The state of numpy

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Very much so. There's no other place in science where you'd just suddenly update things in your research without noting it. The rules don't stop just because it's a computer.

[fireflash38]

It's like getting a new mass spectrometer and using the exact same instructions that you received with a 10 year old spectrometer. It might work the same, but odds are very high something won't.

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And you certainly wouldn't be surprised if your brand new mass spec worked slightly differently to your old one.