Package ai.djl.basicdataset.tabular

Class TabularTranslator

java.lang.Object

ai.djl.basicdataset.tabular.TabularTranslator

All Implemented Interfaces:

ai.djl.translate.PostProcessor<TabularResults>, ai.djl.translate.PreProcessor<ListFeatures>, ai.djl.translate.Translator<ListFeatures,TabularResults>

public class TabularTranslator
extends Object
implements ai.djl.translate.Translator<ListFeatures,TabularResults>

A Translator that can be used for Application.Tabular tasks.

Constructor Summary

Constructors

Constructor	Description
TabularTranslator(ai.djl.Model model, Map<String,?> arguments)	Constructs a tabular translator for a model.
TabularTranslator(List<Feature> features, List<Feature> labels)	Constructs a TabularTranslator with the given features and labels.

Method Summary

Modifier and Type	Method	Description
ai.djl.translate.TranslatorOptions	getExpansions()
List<Feature>	getFeatures()	Returns the features for the translator.
List<Feature>	getLabels()	Returns the labels for the translator.
ai.djl.ndarray.NDList	processInput(ai.djl.translate.TranslatorContext ctx, ListFeatures input)
TabularResults	processOutput(ai.djl.translate.TranslatorContext ctx, ai.djl.ndarray.NDList list)

Methods inherited from class java.lang.Object

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

Methods inherited from interface ai.djl.translate.Translator

batchProcessInput, batchProcessOutput, getBatchifier, prepare

Constructor Details

TabularTranslator

public TabularTranslator(List<Feature> features,
 List<Feature> labels)

Constructs a TabularTranslator with the given features and labels.

Parameters:

features - the features for inputs

labels - the labels for outputs

TabularTranslator

public TabularTranslator(ai.djl.Model model,
 Map<String,?> arguments)

Constructs a tabular translator for a model.

Parameters:

model - the model

arguments - the arguments to build the translator with

Method Details

processOutput

public TabularResults processOutput(ai.djl.translate.TranslatorContext ctx,
 ai.djl.ndarray.NDList list)
                             throws Exception

Specified by:

processOutput in interface ai.djl.translate.PostProcessor<TabularResults>

Throws:

Exception

processInput

public ai.djl.ndarray.NDList processInput(ai.djl.translate.TranslatorContext ctx,
 ListFeatures input)
                                   throws Exception

Specified by:

processInput in interface ai.djl.translate.PreProcessor<ListFeatures>

Throws:

Exception

getExpansions

public ai.djl.translate.TranslatorOptions getExpansions()

Specified by:

getExpansions in interface ai.djl.translate.Translator<ListFeatures,TabularResults>

getFeatures

public List<Feature> getFeatures()

Returns the features for the translator.

Returns:

the features for the translator

getLabels

public List<Feature> getLabels()

Returns the labels for the translator.

Returns:

the labels for the translator