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NumPy Matrix Operations

Pick a natural-language operation, define matrix shapes (max 3D), and inspect input/output arrays plus executable NumPy code.

Broadcasting is enabled. Example element-wise valid pair: (2,3) with (1,3). Example matmul valid pair: (2,3) with (4,3,2).

Generated NumPy Code


      

Input Matrices

Output Matrix

Computation Details