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REFERENCEnumpy

numpy Documentation

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np.allclose()

AI & DATA SCIENCE // np-allclose

Returns True if two arrays are element-wise equal within a tolerance.

Syntax

res = np.allclose(a, b, rtol=1e-05)

Examples

Example 01Basic Usage
res = np.allclose(a, b, rtol=1e-05)

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.