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What are the various features of NumPy?

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As a powerful open-source package used for array-processing, NumPy has various useful features. They are:

  1. Contains a N-dimensional array object
  2. It is interolerable; compatible with many hardware and computing platforms
  3. Works extremely well with array libraries; sparse, distributed or GPU
  4. Ability to perform complicated (broadcasting) functions
  5. Tools that enable integration with C or C++ and Fortran code 
  6. Ability to perform high-level mathematical functions like statistics, Fourier transform, sorting, searching, linear algebra, etc 
  7. It can also behave as a multi-dimensional container for generic data
  8. Supports scientific and financial calculations

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