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.
get_seed(...): Returns the local seeds an operation should use given an op-specific seed.
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.
multinomial(...): Draws samples from a multinomial distribution. (deprecated)
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_random_seed(...): Sets the graph-level random seed for the default graph.
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_multinomial(...): Draws deterministic pseudorandom samples from a multinomial distribution. (deprecated)
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.