NumPy - Broadcasting
Which of the following is the correct syntax to check broadcasting compatibility of two shapes in NumPy?
Which of the following is the correct syntax to check broadcasting compatibility of two shapes in NumPy?
easy📝 Syntax Q3 of 15
Step-by-Step Solution
Solution:
Step 1: Recall NumPy function for broadcasting shape
The correct function is np.broadcast_shapes() to get broadcasted shape.Step 2: Confirm function name and parameters
np.broadcast_shapes(shape1, shape2) accepts multiple shape tuples and returns broadcasted shape or error if incompatible.Final Answer:
np.broadcast_shapes(shape1, shape2) is correct syntax -> Option AQuick Check:
Correct function name = A [OK]
Quick Trick: Use np.broadcast_shapes() to check shape compatibility [OK]
Common Mistakes:
- Using np.broadcast_shape which does not exist
- Confusing np.broadcast with shape checking
- Assuming np.broadcastable is a function
Master "Broadcasting" in NumPy
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