LossMixtureDensity.Builder (nd4j-api 1.0.0-M2.1 API)

java.lang.Object
- org.nd4j.linalg.lossfunctions.impl.LossMixtureDensity.Builder

Enclosing class:: LossMixtureDensity

public static class LossMixtureDensity.Builder
extends Object

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`LossMixtureDensity`	`build()`	Creates a new instance of the mixture density cost function.
`LossMixtureDensity.Builder`	`gaussians(int aGaussians)`	Specifies the number of gaussian functions to attempt fitting against the data.
`LossMixtureDensity.Builder`	`labelWidth(int aLabelWidth)`	Specifies the width of the labels vector which also corresponds to the width of the 'mean' vector for each of the gaussian functions.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Method Detail
  - gaussians
```
public LossMixtureDensity.Builder gaussians(int aGaussians)
```
    Specifies the number of gaussian functions to attempt fitting against the data.
    
    Parameters:
    
    aGaussians - Number of gaussian functions to fit.
    
    Returns:
    
    DynamicCustomOpsBuilder.
  - labelWidth
```
public LossMixtureDensity.Builder labelWidth(int aLabelWidth)
```
    Specifies the width of the labels vector which also corresponds to the width of the 'mean' vector for each of the gaussian functions.
    
    Parameters:
    
    aLabelWidth - Width of the labels vector.
    
    Returns:
    
    DynamicCustomOpsBuilder.
  - build
```
public LossMixtureDensity build()
```
    Creates a new instance of the mixture density cost function.
    
    Returns:
    
    A new mixture density cost function built with the specified parameters.