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NumPy - Introduction

NumPy is a Python package and it stands for 'Numerical Python'. It is basically a Python library consists of multidimenstional array objects and a complete collection of routines for processing of array.

By using NumPy developers can perform various operations:-

  • Mathematical and logical operations on arrays.
  • For Shape manipulation, fourier transforms and routines are required.
  • NumPy has in-built functions for linear algebra and random number generation.

Features of NumPy

  • Non-Optimizing bytecode interpreter
  • It efficiently implements the multidimensional arrays
  • NumPy is a Python alternatives to MATLAB
  • It performs scientific computations
  • It can perform array-oriented computing

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