## Uses of Class
org.apache.ignite.ml.optimization.updatecalculators.SimpleGDParameterUpdate

- Packages that use SimpleGDParameterUpdate
  Package | Description
  --- | ---
  org.apache.ignite.ml.optimization.updatecalculators | Contains update calculators.

- - ### Uses of SimpleGDParameterUpdate in org.apache.ignite.ml.optimization.updatecalculators

    Fields in org.apache.ignite.ml.optimization.updatecalculators with type parameters of type SimpleGDParameterUpdate
    Modifier and Type | Field and Description
    --- | ---
    `static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>` | SimpleGDParameterUpdate.`AVG` Method used to sum updates inside of one of parallel trainings.
    `static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>` | SimpleGDParameterUpdate.`AVG` Method used to sum updates inside of one of parallel trainings.
    `static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>` | SimpleGDParameterUpdate.`SUM_LOCAL` Method used to get total update of all parallel trainings.
    `static IgniteFunction<List<SimpleGDParameterUpdate>,SimpleGDParameterUpdate>` | SimpleGDParameterUpdate.`SUM_LOCAL` Method used to get total update of all parallel trainings.

    Methods in org.apache.ignite.ml.optimization.updatecalculators that return SimpleGDParameterUpdate
    Modifier and Type | Method and Description
    --- | ---
    `SimpleGDParameterUpdate` | SimpleGDUpdateCalculator.`calculateNewUpdate(SmoothParametrized mlp, SimpleGDParameterUpdate updaterParameters, int iteration, Matrix inputs, Matrix groundTruth)` Calculate new update.
    `SimpleGDParameterUpdate` | SimpleGDUpdateCalculator.`init(SmoothParametrized mdl, IgniteFunction<Vector,IgniteDifferentiableVectorToDoubleFunction> loss)` Initializes the update calculator.

    Methods in org.apache.ignite.ml.optimization.updatecalculators with parameters of type SimpleGDParameterUpdate
    Modifier and Type | Method and Description
    --- | ---
    `SimpleGDParameterUpdate` | SimpleGDUpdateCalculator.`calculateNewUpdate(SmoothParametrized mlp, SimpleGDParameterUpdate updaterParameters, int iteration, Matrix inputs, Matrix groundTruth)` Calculate new update.
    `<M1 extends SmoothParametrized> M1` | SimpleGDUpdateCalculator.`update(M1 obj, SimpleGDParameterUpdate update)` Update given obj with this parameters.

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Ignite Database and Caching Platform | : ver. 2.15.0
Release Date | : April 25 2023