Public API for tf.random namespace.
Modules
experimental
module: Public API for tf.random.experimental namespace.
Classes
class Algorithm
: A random-number-generation (RNG) algorithm.
class Generator
: Random-number generator.
Functions
all_candidate_sampler(...)
: Generate the set of all classes.
categorical(...)
: Draws samples from a categorical distribution.
create_rng_state(...)
: Creates a RNG state from an integer or a vector.
fixed_unigram_candidate_sampler(...)
: Samples a set of classes using the provided (fixed) base distribution.
fold_in(...)
: Folds in data to an RNG seed to form a new RNG seed.
gamma(...)
: Draws shape
samples from each of the given Gamma distribution(s).
get_global_generator(...)
: Retrieves the global generator.
learned_unigram_candidate_sampler(...)
: Samples a set of classes from a distribution learned during training.
log_uniform_candidate_sampler(...)
: Samples a set of classes using a log-uniform (Zipfian) base distribution.
normal(...)
: Outputs random values from a normal distribution.
poisson(...)
: Draws shape
samples from each of the given Poisson distribution(s).
set_global_generator(...)
: Replaces the global generator with another Generator
object.
set_seed(...)
: Sets the global random seed.
shuffle(...)
: Randomly shuffles a tensor along its first dimension.
split(...)
: Splits an RNG seed into num
new seeds by adding a leading axis.
stateless_binomial(...)
: Outputs deterministic pseudorandom values from a binomial distribution.
stateless_categorical(...)
: Draws deterministic pseudorandom samples from a categorical distribution.
stateless_gamma(...)
: Outputs deterministic pseudorandom values from a gamma distribution.
stateless_normal(...)
: Outputs deterministic pseudorandom values from a normal distribution.
stateless_parameterized_truncated_normal(...)
: Outputs random values from a truncated normal distribution.
stateless_poisson(...)
: Outputs deterministic pseudorandom values from a Poisson distribution.
stateless_truncated_normal(...)
: Outputs deterministic pseudorandom values, truncated normally distributed.
stateless_uniform(...)
: Outputs deterministic pseudorandom values from a uniform distribution.
truncated_normal(...)
: Outputs random values from a truncated normal distribution.
uniform(...)
: Outputs random values from a uniform distribution.
uniform_candidate_sampler(...)
: Samples a set of classes using a uniform base distribution.