Interface MLProvider

All Superinterfaces:

AlgorithmProvider

All Known Implementing Classes:

MulticoreMLProvider

public interface MLProvider
extends AlgorithmProvider

Service Provider Interface for high-performance Machine Learning operations.

Method Summary

Modifier and Type	Method	Description
default String	getAlgorithmType()	Returns the unique category of the algorithm.
default String	getName()
int[]	kMeans(double[][] data, int k, int maxIterations)
int[]	kMeans(float[][] data, int k, int maxIterations)
int[]	kMeans(Real[][] data, int k, int maxIterations)
double[][]	pca(double[][] data, int nComponents)
float[][]	pca(float[][] data, int nComponents)
Real[][]	pca(Real[][] data, int nComponents)

Methods inherited from interface AlgorithmProvider

description, getMetadata, getPriority, isAvailable, score, shutdown

Method Details

kMeans

int[] kMeans(float[][] data,
 int k,
 int maxIterations)

pca

float[][] pca(float[][] data,
 int nComponents)

kMeans

int[] kMeans(double[][] data,
 int k,
 int maxIterations)

pca

double[][] pca(double[][] data,
 int nComponents)

kMeans

int[] kMeans(Real[][] data,
 int k,
 int maxIterations)

pca

Real[][] pca(Real[][] data,
 int nComponents)

getName

default String getName()

Specified by:

getName in interface AlgorithmProvider

getAlgorithmType

default String getAlgorithmType()

Description copied from interface: AlgorithmProvider

Returns the unique category of the algorithm.

Specified by:

getAlgorithmType in interface AlgorithmProvider