distribution-zoo
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Use book references to obtain best way to sample from some distributions
For example, numerical recipes (in both c and c++).
Also, probably want some reference for general random variates.
Gentle book "Random Number Generation and Monte Carlo Methods (Statistics and Computing" seems to be the best rng guide.