Generating random numbers securely and at a high rate is important for information technology. Integrated photonics could potentially be used to create mass-manufactured quantum random number ...
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Create an rng object with np.random.default_rng(), you can seed it for reproducible results. You can draw samples from probability distributions, including from the binomial and normal distributions.