Uses of Interface
org.apache.ignite.ml.optimization.SmoothParametrized

Packages that use SmoothParametrized

Package	Description
org.apache.ignite.ml.nn	Contains neural networks and related classes.
org.apache.ignite.ml.optimization.updatecalculators	Contains update calculators.

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

Classes in org.apache.ignite.ml.nn that implement SmoothParametrized

Modifier and Type	Class and Description
class	MultilayerPerceptron Class encapsulating logic of multilayer perceptron.

Uses of SmoothParametrized in org.apache.ignite.ml.optimization.updatecalculators

Classes in org.apache.ignite.ml.optimization.updatecalculators with type parameters of type SmoothParametrized

Modifier and Type	Class and Description
class	NesterovUpdateCalculator<M extends SmoothParametrized<M>> Class encapsulating Nesterov algorithm for MLP parameters updateCache.

Methods in org.apache.ignite.ml.optimization.updatecalculators with type parameters of type SmoothParametrized

Modifier and Type	Method and Description
<M1 extends SmoothParametrized> M1	RPropUpdateCalculator.update(M1 obj, RPropParameterUpdate update) Update given obj with this parameters.
<M1 extends SmoothParametrized> M1	SimpleGDUpdateCalculator.update(M1 obj, SimpleGDParameterUpdate update) Update given obj with this parameters.

Methods in org.apache.ignite.ml.optimization.updatecalculators with parameters of type SmoothParametrized

Modifier and Type	Method and Description
RPropParameterUpdate	RPropUpdateCalculator.calculateNewUpdate(SmoothParametrized mdl, RPropParameterUpdate updaterParams, int iteration, Matrix inputs, Matrix groundTruth) Calculate new update.
SimpleGDParameterUpdate	SimpleGDUpdateCalculator.calculateNewUpdate(SmoothParametrized mlp, SimpleGDParameterUpdate updaterParameters, int iteration, Matrix inputs, Matrix groundTruth) Calculate new update.
RPropParameterUpdate	RPropUpdateCalculator.init(SmoothParametrized mdl, IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss) Initializes the update calculator.
SimpleGDParameterUpdate	SimpleGDUpdateCalculator.init(SmoothParametrized mdl, IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss) Initializes the update calculator.