[Solved] What does the NumPy function np.logical_or do when applied to two boolean arrays? — Ans: Returns True if at least one element in the corresponding positions is True | NumPy

NumPy - Array Operations

What does the NumPy function np.logical_or do when applied to two boolean arrays?

AReturns the sum of the two arrays

BReturns True only if both elements in the corresponding positions are True

CReturns the negation of the first array

DReturns True if at least one element in the corresponding positions is True

Step-by-Step Solution

Solution:

Step 1: Understand the logical_or operation
The np.logical_or function compares two arrays element-wise and returns True if either element is True.
Step 2: Compare with other options
Returns True only if both elements in the corresponding positions are True describes logical AND, Returns the negation of the first array describes logical NOT, and Returns the sum of the two arrays is unrelated to logical operations.
Final Answer:
Returns True if at least one element in the corresponding positions is True -> Option D
Quick Check:
Logical OR = Returns True if either is True [OK]

Quick Trick: Logical OR returns True if any input is True [OK]

Common Mistakes:

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What does the NumPy function np.logical_or do when applied to two boolean arrays?