Learn NumPy (Numerical Python) Arrays

Published: 21 March 2021
on channel: Techtical Tutorials
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#NumPy is a #Python library used for working with arrays.
It also has functions for working in domain of linear algebra, fourier transform, and matrices.
NumPy was created in 2005 by Travis Oliphant. It is an open source project and you can use it freely.
NumPy stands for #Numerical Python.
NumPy arrays are stored at one continuous place in memory unlike lists, so processes can access and manipulate them very efficiently.
This behavior is called locality of reference in computer science.
This is the main reason why NumPy is faster than lists. Also it is optimized to work with latest CPU architectures.
NumPy is a Python library and is written partially in Python, but most of the parts that require fast computation are written in C or C++.

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