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`.

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output <W>
asOutput ()
Returns the symbolic handle of the tensor.
static <W extends TNumber , V extends TNumber > StatelessRandomBinomial <W>
create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > seed, Operand <V> counts, Operand <V> probs, Class<W> dtype)
Factory method to create a class wrapping a new StatelessRandomBinomial operation.
static <V extends TNumber > StatelessRandomBinomial < TInt64 >
create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > seed, Operand <V> counts, Operand <V> probs)
Factory method to create a class wrapping a new StatelessRandomBinomial operation using default output types.
Output <W>
output ()
Random values with specified shape.

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "StatelessRandomBinomial"

Public Methods

public Output <W> asOutput ()

Returns the symbolic handle of the 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 <W> create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > 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 static StatelessRandomBinomial < TInt64 > create ( Scope scope, Operand <? extends TNumber > shape, Operand <? extends TNumber > 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 Output <W> output ()

Random values with specified shape.