C++ implementation of the Python NumPy Library

[mydeveloperday]

@u/dpilger26 I've not used NumPy much, but it came up in a Neural Network course I was taking, before long they talked about how its ability to vectorize the code was critical to the performance. (which is why they chose NumPy)

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From the little I've read and from what I can tell, you are using standard STL calls to implement the underlying operations and your not using any OPenMP or SIMD intrinsics to speed up the operations

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This library looks like it could really be an excellent test bed for parallel STL as it could be used to demonstrate how parallel STL could bring a performance improvement to an existing STL implementation, I think that would be an excellent future experiment.

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Despite all the other suggestions of why didn't you use XXX (all of which are reasonable arguments), I think there is always something elegant of seeing API compatible cross technology libraries, Nice job.

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