Package | Description |
---|---|
org.apache.flink.ml.optimization |
Modifier and Type | Class and Description |
---|---|
class |
GradientDescent
Base class which performs Stochastic Gradient Descent optimization using mini batches.
|
class |
IterativeSolver
An abstract class for iterative optimization algorithms
|
Modifier and Type | Method and Description |
---|---|
Solver |
Solver.setLossFunction(LossFunction lossFunction) |
static Solver |
GradientDescent.setLossFunction(LossFunction lossFunction) |
static Solver |
IterativeSolver.setLossFunction(LossFunction lossFunction) |
Solver |
Solver.setRegularizationConstant(double regularizationConstant) |
static Solver |
GradientDescent.setRegularizationConstant(double regularizationConstant) |
static Solver |
IterativeSolver.setRegularizationConstant(double regularizationConstant) |
Solver |
Solver.setRegularizationPenalty(RegularizationPenalty regularizationPenalty) |
static Solver |
GradientDescent.setRegularizationPenalty(RegularizationPenalty regularizationPenalty) |
static Solver |
IterativeSolver.setRegularizationPenalty(RegularizationPenalty regularizationPenalty) |
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