org.apache.ignite.ml.util.generators.primitives.vector

Class ParametricVectorGenerator

java.lang.Object

org.apache.ignite.ml.util.generators.primitives.vector.ParametricVectorGenerator

All Implemented Interfaces:

Supplier<Vector>, VectorGenerator

public class ParametricVectorGenerator
extends Object
implements VectorGenerator

Generate vectors having components generated by parametrized function. For each vector v: v = [F1(t), F2(t), ..., Fn(t)], where t is a value from user defined distribution.

Constructor Summary

Constructors

Constructor and Description
ParametricVectorGenerator(RandomProducer paramGenerator, IgniteFunction<Double,Double>... perDimensionGenerators) Create an intance of ParametricVectorGenerator.

Method Summary

Modifier and Type	Method and Description
Vector	get()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.apache.ignite.ml.util.generators.primitives.vector.VectorGenerator

asDataStream, concat, concat, duplicateRandomFeatures, duplicateRandomFeatures, filter, map, move, noisify, plus, rotate, rotate, shuffle, shuffle

Constructor Detail

ParametricVectorGenerator

public ParametricVectorGenerator(RandomProducer paramGenerator,
                                 IgniteFunction<Double,Double>... perDimensionGenerators)

Create an intance of ParametricVectorGenerator.

Parameters:

paramGenerator - Parameter generator.

perDimensionGenerators - Per dimension generators.

Method Detail

get

public Vector get()

Specified by:

get in interface Supplier<Vector>