Module org.nasdanika.ai

Package org.nasdanika.ai

Interface Predictor<F,L>

Type Parameters:

F - feature(s) - predictor input

L - label - predictor output

All Known Subinterfaces:

FittedPredictor<F,L,E>

public interface Predictor<F,L>

Predicts output from input

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final record	Predictor.Sample<F,L>

Method Summary

Modifier and Type	Method	Description
default <G> Predictor<G,L>	adaptFeature(Function<G,F> featureMapper)
default <G> Predictor<G,L>	adaptFeatureAsync(Function<G,reactor.core.publisher.Mono<F>> featureMapper)
default <M> Predictor<F,M>	adaptLabel(Function<L,M> labelMapper)
default <M> Predictor<F,M>	adaptLabelAsync(Function<L,reactor.core.publisher.Mono<M>> labelMapper)
default L	predict(F feature)
default List<Predictor.Sample<F,L>>	predict(Collection<F> input)	Batch prediction
reactor.core.publisher.Mono<L>	predictAsync(F input)
default reactor.core.publisher.Mono<List<Predictor.Sample<F,L>>>	predictAsync(reactor.core.publisher.Flux<F> input)	Asynchronous batch generation

Method Details

predict

default L predict(F feature)

predictAsync

reactor.core.publisher.Mono<L> predictAsync(F input)

predict

default List<Predictor.Sample<F,L>> predict(Collection<F> input)

Batch prediction

predictAsync

default reactor.core.publisher.Mono<List<Predictor.Sample<F,L>>> predictAsync(reactor.core.publisher.Flux<F> input)

Asynchronous batch generation

adaptFeature

default <G> Predictor<G,L> adaptFeature(Function<G,F> featureMapper)

adaptFeatureAsync

default <G> Predictor<G,L> adaptFeatureAsync(Function<G,reactor.core.publisher.Mono<F>> featureMapper)

adaptLabel

default <M> Predictor<F,M> adaptLabel(Function<L,M> labelMapper)

adaptLabelAsync

default <M> Predictor<F,M> adaptLabelAsync(Function<L,reactor.core.publisher.Mono<M>> labelMapper)