Web Reference: Stack arrays in sequence horizontally (column wise). This is equivalent to concatenation along the second axis, except for 1-D arrays where it concatenates along the first axis. Rebuilds arrays divided by hsplit. This function makes most sense for arrays with up to 3 dimensions. Jun 12, 2025 · numpy.hstack () function stacks arrays in sequence horizontally (column-wise). It joins arrays along their second axis for 2D arrays or flattens and joins them for 1D arrays. This is useful for combining arrays side by side. Arrays a and b are horizontally stacked to form one combined 1D array. Dec 9, 2024 · I detected that the np.hstack operation over a list of arrays is a bottleneck in my pipeline and I would like to have a more efficient way to perform the concatenation.
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