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- numpy.random.Philox.advance
...ampling (numpy.random) Bit generators Philox counter-based RNG numpy.random.Philox.advance...
- numpy.random.Philox.advance (Python method, in numpy.random.Philox.advance)
- numpy.random.Philox.advance
...ampling (numpy.random) Bit generators Philox counter-based RNG numpy.random.Philox.advance...
- Parallel random number generation
...using stream IDs. This may require coordination between the parallel processes. Jumping the BitGenerator state jumped advances the state of the BitGenerator as-if a large number of random numbers have been drawn, and returns a new instanc...
- Philox counter-based RNG
...fferent values of the key produce independent sequences. Philox has a period of \(2^{256} - 1\) and supports arbitrary advancing and jumping the sequence in increments of \(2^{128}\). These features allow multiple non-overlapping sequences...
- Bit generators
...ot directly provide random numbers and only contains methods used for seeding, getting or setting the state, jumping or advancing the state, and for accessing low-level wrappers for consumption by code that can efficiently access the functi...
- Upgrading
PCG64withPCG64DXSM...ost applications. Technical details Like many PRNG algorithms, PCG64 is constructed from a transition function, which advances a 128-bit state, and an output function, that mixes the 128-bit state into a 64-bit integer to be output. One o...