What are the advantages of broadcasting?

Broadcasting is a numpy technique for performing operations on arrays of various shapes. It enables arithmetic operations to be performed between arrays of different shapes by "stretching" or "duplicating" the smaller array to match the shape of the larger array. Among the benefits of broadcasting are:

  1. It enables concise and efficient code by eliminating the need for explicit loops.
  2. It can greatly simplify the code by eliminating the need for manual array reshaping.
  3. It can improve performance by utilising the underlying memory layout and avoiding the creation of intermediate arrays.

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