GPU accelerated MC simulation

I was wondering if Julia has something similar to the arrayfun in MATLAB that makes GPU accelerated MC simulation super easy. https://www.mathworks.com/help/distcomp/examples/using-gpu-arrayfun-for-monte-carlo-simulations.html

GPUArrays.jl supports map and mapreduce.

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The document is missing. What is the relation between GPUArrays and CuArrays?

It lets you write code that works for multiple backends. CuArrays is one possible backend.