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Improve derridaean_similarity using quantum (qrng) #15

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Qubitium
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derridaean_similarity is pretty damn good, after testing, but its output is entirely predicated on the quality of the random number generation.

This PR proposes an optional quantum toggle that will enable quantum random number generation using 8-qubit simulated system to provide quantifiably more robust random number output.

I did some benchmarks and quantumfied derridaean_similarity is approximately 3.5m (m as in million) times slower than non-quantum but I believe the results speak for themselves. Due to the speed cost, I have set it to default to false.

p.s. Please accept my apology for premature rant in issue #2. I have come to my senses. I wish to contribute to the hypeDB moving forward.

@rjadr @jdagdelen @jobergum

diegomontoya added 2 commits April 19, 2023 11:53
…idaean_similarity where random number generation is positively the only factor affecting output

Misc: cleanup python formatting according to PEP rules in pycharm and fix path issues demo.py
@Qubitium Qubitium closed this Apr 19, 2023
@Qubitium Qubitium deleted the quantum-enhance-derridaean-similarity branch April 19, 2023 04:14
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