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StatelessRandomBinomial

public final class StatelessRandomBinomial

Outputs deterministic pseudorandom random numbers from a binomial distribution.

Outputs random values from a binomial distribution.

The outputs are a deterministic function of `shape`, `seed`, `counts`, and `probs`.

Public Methods

Output<W>
asOutput()
Returns the symbolic handle of a tensor.
static <T extends Number, U extends Number, V extends Number> StatelessRandomBinomial<Long>
create(Scope scope, Operand<T> shape, Operand<U> seed, Operand<V> counts, Operand<V> probs)
Factory method to create a class wrapping a new StatelessRandomBinomial operation using default output types.
static <W extends Number, T extends Number, U extends Number, V extends Number> StatelessRandomBinomial<W>
create(Scope scope, Operand<T> shape, Operand<U> seed, Operand<V> counts, Operand<V> probs, Class<W> dtype)
Factory method to create a class wrapping a new StatelessRandomBinomial operation.
Output<W>
output()
Random values with specified shape.

Inherited Methods

Public Methods

public Output<W> asOutput ()

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static StatelessRandomBinomial<Long> create (Scope scope, Operand<T> shape, Operand<U> seed, Operand<V> counts, Operand<V> probs)

Factory method to create a class wrapping a new StatelessRandomBinomial operation using default output types.

Parameters
scope current scope
shape The shape of the output tensor.
seed 2 seeds (shape [2]).
counts The counts of the binomial distribution. Must be broadcastable with `probs`, and broadcastable with the rightmost dimensions of `shape`.
probs The probability of success for the binomial distribution. Must be broadcastable with `counts` and broadcastable with the rightmost dimensions of `shape`.
Returns
  • a new instance of StatelessRandomBinomial

public static StatelessRandomBinomial<W> create (Scope scope, Operand<T> shape, Operand<U> seed, Operand<V> counts, Operand<V> probs, Class<W> dtype)

Factory method to create a class wrapping a new StatelessRandomBinomial operation.

Parameters
scope current scope
shape The shape of the output tensor.
seed 2 seeds (shape [2]).
counts The counts of the binomial distribution. Must be broadcastable with `probs`, and broadcastable with the rightmost dimensions of `shape`.
probs The probability of success for the binomial distribution. Must be broadcastable with `counts` and broadcastable with the rightmost dimensions of `shape`.
dtype The type of the output.
Returns
  • a new instance of StatelessRandomBinomial

public Output<W> output ()

Random values with specified shape.