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If you don't mind trying yet another library, care to have a look at arrayfire-python ? https://github.com/arrayfire/arrayfire-python

We started off as a C/C++ library but are constantly adding support for new languages. The one benefit of ArrayFire would be the ability to use the same codebase across CPU, CUDA and OpenCL devices.



There is a start for Julia bindings, but not currently maintained.

https://github.com/JuliaComputing/ArrayFire.jl




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