@JsonSerialize(using = JsonSerializerAtomicDouble.class) @JsonDeserialize(using = JsonDeserializerAtomicDouble.class) public class AtomicDouble extends com.google.common.util.concurrent.AtomicDouble {
public class LossL2 extends DifferentialFunction implements ILossFunction { @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) protected final INDArray weights;
public class LossMAPE extends DifferentialFunction implements ILossFunction { @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private final INDArray weights;
public class LossL1 extends DifferentialFunction implements ILossFunction { @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) protected final INDArray weights;
public class LossMSLE extends DifferentialFunction implements ILossFunction { @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private final INDArray weights;
private static final double DEFAULT_SOFTMAX_CLIPPING_EPSILON = 1e-10; @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private INDArray weights;
public static final double DEFAULT_CLIPPING_EPSILON = 1e-5; @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private final INDArray weights;
@Data public class DL4JConfiguration implements Serializable { @JsonSerialize private MultiLayerConfiguration multiLayerConfiguration; @JsonSerialize private EarlyStoppingConfiguration earlyStoppingConfiguration; @JsonSerialize private Integer numEpochs;
@JsonTypeInfo(use = JsonTypeInfo.Id.CLASS, include = JsonTypeInfo.As.PROPERTY, property = "@class") public class OptimizationConfiguration { @JsonSerialize private DataProvider dataProvider; @JsonSerialize private CandidateGenerator candidateGenerator; @JsonSerialize private ResultSaver resultSaver; @JsonSerialize private ScoreFunction scoreFunction; @JsonSerialize private List<TerminationCondition> terminationConditions; @JsonSerialize private Long rngSeed;
@JsonTypeInfo(use = JsonTypeInfo.Id.CLASS, include = JsonTypeInfo.As.PROPERTY, property = "@class") public class OptimizationConfiguration { @JsonSerialize private DataProvider dataProvider; @JsonSerialize private CandidateGenerator candidateGenerator; @JsonSerialize private ResultSaver resultSaver; @JsonSerialize private ScoreFunction scoreFunction; @JsonSerialize private List<TerminationCondition> terminationConditions; @JsonSerialize private Long rngSeed;
public class DiscreteParameterSpace<P> implements ParameterSpace<P> { @JsonSerialize private List<P> values; private int index = -1;
@JsonSerialize(using = JsonSerializerAtomicDouble.class) @JsonDeserialize(using = JsonDeserializerAtomicDouble.class) public class AtomicDouble extends com.google.common.util.concurrent.AtomicDouble {
@JsonSerialize(using = GenericSerializer.class) @JsonDeserialize(using = GenericDeserializer.class) private Object value;
@JsonSerialize(using = ROCArraySerializer.class) private ROC[] underlying; private List<String> labels;
public static final int DEFAULT_STATS_PRECISION = 4; @JsonSerialize(using = ROCArraySerializer.class) private ROC[] underlying;
public class DiscreteParameterSpace<P> implements ParameterSpace<P> { @JsonSerialize private List<P> values; private int index = -1;
@JsonSerialize(using = RealDistributionSerializer.class) @JsonDeserialize(using = RealDistributionDeserializer.class) private RealDistribution distribution;
@EqualsAndHashCode public class FixedValue<T> implements ParameterSpace<T> { @JsonSerialize(using = GenericSerializer.class) @JsonDeserialize(using = GenericDeserializer.class) private Object value;
@JsonSerialize(using = NDArraySerializer.class) @JsonDeserialize(using = NDArrayDeSerializer.class) private INDArray rDiagBinPosCount; @JsonSerialize(using = NDArraySerializer.class) @JsonDeserialize(using = NDArrayDeSerializer.class) private INDArray rDiagBinTotalCount; @JsonSerialize(using = NDArraySerializer.class) @JsonDeserialize(using = NDArrayDeSerializer.class) private INDArray rDiagBinSumPredictions; @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private INDArray labelCountsEachClass; @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private INDArray predictionCountsEachClass; @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private INDArray residualPlotOverall; @JsonSerialize(using = NDArraySerializer.class) @JsonDeserialize(using = NDArrayDeSerializer.class) private INDArray residualPlotByLabelClass; @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) private INDArray probHistogramOverall; //Simple histogram over all probabilities @JsonSerialize(using = NDArraySerializer.class) @JsonDeserialize(using = NDArrayDeSerializer.class)
public class LossL1 implements ILossFunction { @JsonSerialize(using = RowVectorSerializer.class) @JsonDeserialize(using = RowVectorDeserializer.class) protected final INDArray weights;