Web Reference: When the total size of the array does not change reshape should be used. In most other cases either indexing (to reduce the size) or padding (to increase the size) may be a more appropriate solution. Nov 18, 2025 · The numpy.resize () function is used to change the size of an existing NumPy array. It modifies the array permanently and adjusts its shape to the new dimensions. Jan 13, 2026 · In this post I’ll show you how numpy.resize() and the in-place ndarray.resize() behave, when each is appropriate, and how to avoid subtle bugs around repeated data, zero-filling, and shared references.
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