Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

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.