public class NadamSpace extends BaseUpdaterSpace
| Constructor and Description |
|---|
NadamSpace(ParameterSpace<java.lang.Double> learningRate) |
NadamSpace(ParameterSpace<java.lang.Double> learningRate,
ParameterSpace<java.lang.Double> beta1,
ParameterSpace<java.lang.Double> beta2,
ParameterSpace<java.lang.Double> epsilon) |
NadamSpace(ParameterSpace<java.lang.Double> learningRate,
ParameterSpace<ISchedule> learningRateSchedule,
ParameterSpace<java.lang.Double> beta1,
ParameterSpace<java.lang.Double> beta2,
ParameterSpace<java.lang.Double> epsilon) |
| Modifier and Type | Method and Description |
|---|---|
IUpdater |
getValue(double[] parameterValues)
Generate a candidate given a set of values.
|
static NadamSpace |
withLR(ParameterSpace<java.lang.Double> lr) |
static NadamSpace |
withLRSchedule(ParameterSpace<ISchedule> lrSchedule) |
collectLeaves, isLeaf, numParameters, setIndicesgetNestedSpacespublic NadamSpace(ParameterSpace<java.lang.Double> learningRate)
public NadamSpace(ParameterSpace<java.lang.Double> learningRate, ParameterSpace<java.lang.Double> beta1, ParameterSpace<java.lang.Double> beta2, ParameterSpace<java.lang.Double> epsilon)
public NadamSpace(ParameterSpace<java.lang.Double> learningRate, ParameterSpace<ISchedule> learningRateSchedule, ParameterSpace<java.lang.Double> beta1, ParameterSpace<java.lang.Double> beta2, ParameterSpace<java.lang.Double> epsilon)
public static NadamSpace withLR(ParameterSpace<java.lang.Double> lr)
public static NadamSpace withLRSchedule(ParameterSpace<ISchedule> lrSchedule)
public IUpdater getValue(double[] parameterValues)
ParameterSpaceparameterValues - A set of values, each in the range [0,1], of length ParameterSpace.numParameters()