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

BoostedTreesCreateQuantileStreamResource

public final class BoostedTreesCreateQuantileStreamResource

Create the Resource for Quantile Streams.

Nested Classes

class BoostedTreesCreateQuantileStreamResource.Options Optional attributes for BoostedTreesCreateQuantileStreamResource

Public Methods

static BoostedTreesCreateQuantileStreamResource
create ( Scope scope, Operand <?> quantileStreamResourceHandle, Operand <Float> epsilon, Operand <Long> numStreams, Options... options)
Factory method to create a class wrapping a new BoostedTreesCreateQuantileStreamResource operation.
static BoostedTreesCreateQuantileStreamResource.Options
maxElements (Long maxElements)

Inherited Methods

Public Methods

public static BoostedTreesCreateQuantileStreamResource create ( Scope scope, Operand <?> quantileStreamResourceHandle, Operand <Float> epsilon, Operand <Long> numStreams, Options... options)

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

Parameters
scope current scope
quantileStreamResourceHandle resource; Handle to quantile stream resource.
epsilon float; The required approximation error of the stream resource.
numStreams int; The number of streams managed by the resource that shares the same epsilon.
options carries optional attributes values
Returns
  • a new instance of BoostedTreesCreateQuantileStreamResource

public static BoostedTreesCreateQuantileStreamResource.Options maxElements (Long maxElements)

Parameters
maxElements int; The maximum number of data points that can be fed to the stream.