Web Reference: You can think of reshaping as first raveling the array (using the given index order), then inserting the elements from the raveled array into the new array using the same kind of index ordering as was used for the raveling. Nov 18, 2025 · Reshaping in NumPy refers to modifying the dimensions of an existing array without changing its data. The reshape () function is used for this purpose. It reorganizes the elements into a new shape, which is useful in machine learning, matrix operations and data preparation. Reshape From 1-D to 2-D Example Get your own Python Server Convert the following 1-D array with 12 elements into a 2-D array. The outermost dimension will have 4 arrays, each with 3 elements:
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