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• Philox counter-based RNG

  ...odule structure Random sampling (numpy.random) Bit generators Philox counter-based RNG...

• numpy.random.Philox (Python class, in Philox counter-based RNG)
• Philox counter-based RNG

  ...odule structure Random sampling (numpy.random) Bit generators Philox counter-based RNG...

• Parallel random number generation

  ...entropy to avoid the remaining biases introduced by human-chosen seeds. from numpy.random import SeedSequence, default_rng ss = SeedSequence(12345) # Spawn off 10 child SeedSequences to pass to child processes. child_seeds = ss.spawn(10)...