SGD (OpenIMAJ master project 1.3.10 API)

public class SGD<MODEL,DATATYPE,PTYPE extends Parameters<PTYPE>>
extends Object

Fields
Modifier and Type	Field and Description
`int`	`batchSize`
`DifferentiableObjectiveFunction<MODEL,DATATYPE,PTYPE>`	`fcn`
`LearningRate<PTYPE>`	`learningRate`
`int`	`maxEpochs`
`MODEL`	`model`

Constructors
Constructor and Description
`SGD()`

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`static void`	`main(String[] args)`
`void`	`train(DataSource<DATATYPE> data)`
`double`	`value(MODEL model, DATATYPE data)`

public LearningRate<PTYPE extends Parameters<PTYPE>> learningRate

public DifferentiableObjectiveFunction<MODEL,DATATYPE,PTYPE extends Parameters<PTYPE>> fcn

public void train(DataSource<DATATYPE> data)

public double value(MODEL model,
                    DATATYPE data)

public static void main(String[] args)

Class SGD<MODEL,DATATYPE,PTYPE extends Parameters<PTYPE>>