Uses of Class
org.apache.ignite.ml.nn.architecture.MLPArchitecture

Packages that use MLPArchitecture

Package	Description
org.apache.ignite.ml.nn	Contains neural networks and related classes.
org.apache.ignite.ml.nn.architecture	Contains multilayer perceptron architecture classes.

Uses of MLPArchitecture in org.apache.ignite.ml.nn

Fields in org.apache.ignite.ml.nn declared as MLPArchitecture

Modifier and Type	Field and Description
protected MLPArchitecture	MultilayerPerceptron.architecture This MLP architecture.

Methods in org.apache.ignite.ml.nn that return MLPArchitecture

Modifier and Type	Method and Description
MLPArchitecture	MultilayerPerceptron.architecture() Get architecture of this MLP.

Methods in org.apache.ignite.ml.nn that return types with arguments of type MLPArchitecture

Modifier and Type	Method and Description
IgniteFunction<Dataset<EmptyContext,SimpleLabeledDatasetData>,MLPArchitecture>	MLPTrainer.getArchSupplier() Get the multilayer perceptron architecture supplier that defines layers and activators.

Method parameters in org.apache.ignite.ml.nn with type arguments of type MLPArchitecture

Modifier and Type	Method and Description
MLPTrainer<P>	MLPTrainer.withArchSupplier(IgniteFunction<Dataset<EmptyContext,SimpleLabeledDatasetData>,MLPArchitecture> archSupplier) Set up the multilayer perceptron architecture supplier that defines layers and activators.

Constructors in org.apache.ignite.ml.nn with parameters of type MLPArchitecture

Constructor and Description
MLPTrainer(MLPArchitecture arch, IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss, UpdatesStrategy<? super MultilayerPerceptron,P> updatesStgy, int maxIterations, int batchSize, int locIterations, long seed) Constructs a new instance of multilayer perceptron trainer.
MultilayerPerceptron(MLPArchitecture arch) Construct MLP from given architecture.
MultilayerPerceptron(MLPArchitecture arch, MLPInitializer initializer) Construct MLP from given architecture and parameters initializer.

Constructor parameters in org.apache.ignite.ml.nn with type arguments of type MLPArchitecture

Constructor and Description
MLPTrainer(IgniteFunction<Dataset<EmptyContext,SimpleLabeledDatasetData>,MLPArchitecture> archSupplier, IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss, UpdatesStrategy<? super MultilayerPerceptron,P> updatesStgy, int maxIterations, int batchSize, int locIterations, long seed) Constructs a new instance of multilayer perceptron trainer.

Uses of MLPArchitecture in org.apache.ignite.ml.nn.architecture

Methods in org.apache.ignite.ml.nn.architecture that return MLPArchitecture

Modifier and Type	Method and Description
MLPArchitecture	MLPArchitecture.add(MLPArchitecture second) Creates config describing network where first goes this config and after goes this method's argument.
MLPArchitecture	MLPArchitecture.withAddedLayer(int neuronsCnt, boolean hasBias, IgniteDifferentiableDoubleToDoubleFunction f) Constructs new MLP architecture with new layer added on top of all this architecture layers.

Methods in org.apache.ignite.ml.nn.architecture with parameters of type MLPArchitecture

Modifier and Type	Method and Description
MLPArchitecture	MLPArchitecture.add(MLPArchitecture second) Creates config describing network where first goes this config and after goes this method's argument.