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REFERENCEnumpy

numpy Documentation

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Boolean Indexing

AI & DATA SCIENCE // boolean-indexing

Selecting elements based on conditions.

Syntax

filtered = arr[arr > 5]

Examples

Example 01Basic Usage
filtered = arr[arr > 5]

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.