NumPy fundamentals
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https://numpy.org/doc/2.3/user/basics.html


These documents clarify concepts, design decisions, and technical constraints in NumPy. This is a great place to understand the fundamental NumPy ideas and philosophy.

    Array creation
    Indexing on ndarrays
    I/O with NumPy
    Data types
    Broadcasting
    Copies and views
    Working with Arrays of Strings And Bytes
    Structured arrays
    Universal functions (ufunc) basics

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NumPy: the absolute basics for beginners