Changing the RNG in kmeans.h to platform agnostic. #68
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Also changes the type of the values to double to match the array type.
Implemented with mt19937_64 from std::random seeded with std::random_device which uses hardware entropy where available.
Changes the range of the values to be the whole range of double. I don't know if the limit to data.size() was intentional or not.
Changing it back just needs changing the values passed to std::uniform_real_distribution.
If for whatever reason this rng is too slow (shouldn't be) the PRNG would need to be changed to a different algorithm.
Can't get the indentation to be fixed, so sadly the whole file changed.