The RNG reads from the i.i.d. sequence generator in the presence of adversarial discriminators
Practical pseudo-RNG implementation.
See also pseudorandomness for theories
Monte Carlo for some applications,
and for some background theory
Generating uniformly distributed numbers on some interval, such as [0,1].
I regularly need to do this in languages that do not support…
Supercollider does but insists on a per-thread RNG.
MaxMSP is a miscellany of folly as usual.
Say you have a uniform RNG but you need… Poisson? Gaussian? RNGs. Now what?
- Luc Devroye’s wonderful and unexpectedly deep Non-Uniform Random Variate Generation has analytic results
- Using NNs to do it? Reassure yourself this is possible (in principle) with the approximation results in Perekrestenko, Müller, and Bölcskei (2020); Perekrestenko, Eberhard, and Bölcskei (2021).