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REFERENCEnumpy

numpy Documentation

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Fancy Indexing

AI & DATA SCIENCE // fancy-indexing

Passing arrays of indices to access multiple array elements at once.

Syntax

res = arr[[0, 1, 2], [0, 1, 0]]

Examples

Example 01Basic Usage
res = arr[[0, 1, 2], [0, 1, 0]]

Best Practices

  • Refer to the official NumPy documentation for deep vectorization techniques.
  • Avoid writing custom Python for-loops for operations that can be vectorized with NumPy.