Uses of Interface
org.nasdanika.ai.FittedPredictor.Fitter

Uses of FittedPredictor.Fitter in org.nasdanika.ai

Classes in org.nasdanika.ai that implement FittedPredictor.Fitter

Modifier and Type	Class	Description
class	AbstractDoubleFitter	Collects all samples to double[][] features and double[][] labels, then calls fit(double[][] features, double[][] labels) to fit Function<double[][],double[][]> which makes predictions for multiple features at once.
class	AbstractMapReduceDoubleFitter	Creates a Function<double[][],double[]> predictor for each label element, predicts label elements using provided predictors and then combines
class	AbstractRecursiveDoubleFitter	Creates a Function<double[][],double[]> predictor for each label element with features for later elements including labels for earlier.

Methods in org.nasdanika.ai that return FittedPredictor.Fitter

Modifier and Type	Method	Description
default <G> FittedPredictor.Fitter<G,L,E>	FittedPredictor.Fitter.adaptFeature(Function<G,F> featureMapper)
default <G> FittedPredictor.Fitter<G,L,E>	FittedPredictor.Fitter.adaptFeatureAsync(Function<G,reactor.core.publisher.Mono<F>> featureMapper)
default <M> FittedPredictor.Fitter<F,M,E>	FittedPredictor.Fitter.adaptLabel(Function<M,L> fitMapper, Function<L,M> predictMapper)
default <M> FittedPredictor.Fitter<F,M,E>	FittedPredictor.Fitter.adaptLabelAsync(Function<M,reactor.core.publisher.Mono<L>> fitMapper, Function<L,reactor.core.publisher.Mono<M>> predictMapper)
FittedPredictor.Fitter<double[],double[],Double>	AbstractDoubleFitter.compose(FittedPredictor.Fitter<double[],double[],Double> other)
default FittedPredictor.Fitter<F,L,E>	FittedPredictor.Fitter.compose(FittedPredictor.Fitter<F,L,E> other, BinaryOperator<L> add, BinaryOperator<L> subtract, FittedPredictor.ErrorComputer<F,L,E> errorComputer)	Composes two predictors by fitting this one, then computing label difference between this predictor predictions and labels and fitting the next one with the difference.

Methods in org.nasdanika.ai with parameters of type FittedPredictor.Fitter

Modifier and Type	Method	Description
FittedPredictor.Fitter<double[],double[],Double>	AbstractDoubleFitter.compose(FittedPredictor.Fitter<double[],double[],Double> other)
default FittedPredictor.Fitter<F,L,E>	FittedPredictor.Fitter.compose(FittedPredictor.Fitter<F,L,E> other, BinaryOperator<L> add, BinaryOperator<L> subtract, FittedPredictor.ErrorComputer<F,L,E> errorComputer)	Composes two predictors by fitting this one, then computing label difference between this predictor predictions and labels and fitting the next one with the difference.