Package | Description |
---|---|
oracle.pgx.api.mllib |
This package contains graph machine learning tools for use with PGX.
|
oracle.pgx.config.mllib |
This package contains APIs to all graph machine learning features of PGX.
|
Modifier and Type | Method and Description |
---|---|
GraphWiseEmbeddingConfig |
UnsupervisedGraphWiseModel.getEmbeddingConfig()
Gets the configuration object for the embedding method
|
Modifier and Type | Method and Description |
---|---|
UnsupervisedGraphWiseModelBuilder |
UnsupervisedGraphWiseModelBuilder.setEmbeddingConfig(GraphWiseEmbeddingConfig embeddingConfig)
Set the embedding configuration (See
GraphWiseEmbeddingConfig . |
UnsupervisedAnomalyDetectionGraphWiseModelBuilder |
UnsupervisedAnomalyDetectionGraphWiseModelBuilder.setEmbeddingConfig(GraphWiseEmbeddingConfig embeddingConfig)
Set the embedding configuration (See
GraphWiseEmbeddingConfig . |
Modifier and Type | Class and Description |
---|---|
class |
GraphWiseDgiLayerConfig
Configuration class for DGI layers.
|
class |
GraphWiseDominantLayerConfig
Configuration class for Dominant layers.
|
Modifier and Type | Method and Description |
---|---|
GraphWiseEmbeddingConfig |
UnsupervisedGraphWiseModelConfig.getEmbeddingConfig() |
Modifier and Type | Method and Description |
---|---|
void |
UnsupervisedGraphWiseModelConfig.setEmbeddingConfig(GraphWiseEmbeddingConfig embeddingConfig) |
Constructor and Description |
---|
UnsupervisedGraphWiseModelConfig(int batchSize,
int numEpochs,
double learningRate,
double weightDecay,
int embeddingDim,
java.lang.Integer seed,
GraphWiseBaseConvLayerConfig[] convLayerConfigs,
boolean standardize,
boolean normalize,
boolean shuffle,
java.util.List<java.lang.String> vertexInputPropertyNames,
java.util.List<java.lang.String> edgeInputPropertyNames,
java.util.Map<java.lang.String,InputPropertyConfig> vertexInputPropertyConfigs,
java.util.Map<java.lang.String,InputPropertyConfig> edgeInputPropertyConfigs,
oracle.pgx.config.internal.categorymapping.CategoryMappingConfig categoryMappingConfig,
java.util.List<java.util.Set<java.lang.String>> targetVertexLabels,
boolean fitted,
double trainingLoss,
int inputFeatureDim,
int inputEdgeFeatureDim,
UnsupervisedGraphWiseModelConfig.LossFunction lossFunction,
GraphWiseDgiLayerConfig dgiLayerConfig,
GraphWiseEmbeddingConfig embeddingConfig,
GraphWiseBaseModelConfig.Backend backend,
GraphWiseModelConfig.GraphConvModelVariant variant) |