
DOCS . JAX . DEV {
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Title:
Pseudorandom numbers — JAX documentation
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Keywords {🔍}
random, key, jax, numbers, state, numpy, prng, number, generation, function, keys, pseudorandom, sequential, subkey, nprandomseed, pseudo, distribution, sampling, sample, global, numpys, array, design, equivalence, sequences, import, functions, def, printtruncatedrandomstate, outputs, call, guarantee, individually, jaxs, code, result, split, newkey, randomsplitkey, consumed, subkeys, automatic, introduction, guides, section, jaxrandom, properties, deterministic, module, printnprandomrandom,
Topics {✒️}
key/subkey naming convention parallel stochastic generation end user random number generation multi-device environments typical usage pattern mersenne twister prng random number generator pseudo-random sequences sequential equivalent guarantee scientific computing framework explicit random state sequential equivalence guarantee prng design makes prng design based random modules relates algorithmically generating sequences hidden state object unique extra key pseudorandom numbers random numbers sampled primitives jax internals prng-generated sequences deterministic initial condition tracks state explicitly function foo sums random functions consume jax prng design jit compiler jax random numbers pseudorandom functions pytrees introduction single function call prng generation numpy random numbers import jax print previous introduction prng state sequential equivalence global state random numbers simultaneously guarantee individual numbers prng implementation normal distribution individually reuse keys sequential loop scientific papers special dtype deterministic function
External Links {🔗}(5)
- Explore the financials of https://github.com/jax-ml/jax
- How much income does https://numpy.org/doc/stable/reference/random/index.html#module-numpy.random have?
- https://numpy.org/doc/stable/reference/random/generated/numpy.random.seed.html#numpy.random.seed's financial summary
- Profit of https://en.wikipedia.org/wiki/Mersenne_Twister
- What's the total monthly financial gain of https://github.com/jax-ml/jax/blob/main/docs/jep/263-prng.md?
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