What advantages do NumPy arrays offer over (nested) Python lists?

By ayush goel in 22 Sep 2023 | 04:08 pm
ayush goel

ayush goel

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Posts: 346
Member since: 21 Sep 2023

What advantages do NumPy arrays offer over (nested) Python lists?

22 Sep 2023 | 04:08 pm
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divas goyal

divas goyal

Student
Posts: 453
Member since: 22 Sep 2023

NumPy arrays offer several advantages over Python lists:

  • Efficient storage and computation for large datasets.
  • Homogeneous data type support, leading to faster operations.
  • Built-in functions for mathematical and statistical operations.
  • Broadcasting, which simplifies operations on arrays of different shapes.
  • Memory-efficient views of data, reducing the need for copying.
  • Extensive support for linear algebra, Fourier analysis, and more.
22 Sep 2023 | 06:33 pm
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