Web Reference: Stack 1-D arrays as columns into a 2-D array. Split an array into multiple sub-arrays horizontally (column-wise). Split an array into a tuple of sub-arrays along an axis. Try it in your browser! In this tutorial, you'll learn how to use the NumPy hstack () function to join two or more arrays horizontally. Jun 12, 2025 Β· 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.
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