I want to generate multiple random choices without replacement from a range with numpy
.
For example - I want that my output will be a 2D array, with x
lines, where each line has exactly y
randomly chosen numbers from the given range.
numpy.random.Generator.choice
function can choose values, but you can't use the size
parameter for each line separately (it represents the total number of choices)
I can call choice
in a loop, but I'm looking for something more efficient.
My current code:
rand = numpy.random.default_rng()
output = numpy.zeros((x,y))
for i in range(x):
output[i, :] = rand.choice(x, y, replace=False, shuffle=False)
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