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NumPy: the absolute basics for beginners — NumPy v2.5 Manual

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2026-07-25 09:59:45
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Text Highlight2026-07-25 13:20:45
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"The original array can be mutated using the view."
Whisper Note
Yeah, views are handy for memory but I've been burned by accidental mutations.
Text Highlight2026-07-25 13:11:45
Original Highlight Excerpt
"The original array can be mutated using the view."
Whisper Note
Wait, so slicing numpy doesn't copy? That's dangerous if you forget.
Text Highlight2026-07-25 10:17:45
Original Highlight Excerpt
"such as the homogeneous"
Whisper Note
Homogeneous arrays are why numpy is fast, makes sense.
Text Highlight2026-07-25 10:08:45
Original Highlight Excerpt
"such as the homogeneous"
Whisper Note
Yeah, that's the key—every element has the same data type.
Text Highlight2026-07-25 09:59:45
Original Highlight Excerpt
"such as the homogeneous"
Whisper Note
Wait, homogeneous means all same type? So no mixed stuff?

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