Web Reference: Stack 1-D arrays as columns into a 2-D array. Split an array into multiple sub-arrays vertically (row-wise). Split an array into a tuple of sub-arrays along an axis. Try it in your browser! 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. Dec 23, 2020 Β· If you have two matrices, you're good to go with just hstack and vstack: If you're stacking a matrix and a vector, hstack becomes tricky to use, so column_stack is a better option:
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