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 |
---|---|
GraphWiseDgiLayerConfig |
GraphWiseDgiLayerConfigBuilder.build()
Build the configuration
|
GraphWiseDgiLayerConfig |
UnsupervisedGraphWiseModel.getDgiLayerConfigs()
Deprecated.
|
GraphWiseDgiLayerConfig |
UnsupervisedEdgeWiseModel.getDgiLayerConfigs()
Gets the configuration object for the dgi layer
|
Modifier and Type | Method and Description |
---|---|
UnsupervisedGraphWiseModelBuilder |
UnsupervisedGraphWiseModelBuilder.setDgiLayerConfig(GraphWiseDgiLayerConfig layerConfig)
Deprecated.
since 23.2 - use
UnsupervisedGraphWiseModelBuilder.setEmbeddingConfig(GraphWiseEmbeddingConfig)
instead |
UnsupervisedEdgeWiseModelBuilder |
UnsupervisedEdgeWiseModelBuilder.setDgiLayerConfig(GraphWiseDgiLayerConfig layerConfig)
Set the dgi layer configurations (See
GraphWiseDgiLayerConfig . |
Modifier and Type | Field and Description |
---|---|
static GraphWiseDgiLayerConfig |
UnsupervisedEdgeWiseModelConfig.DEFAULT_DGI_LAYER_CONFIG
one default initialized config (See
GraphWiseDgiLayerConfig ) |
static GraphWiseDgiLayerConfig |
UnsupervisedGraphWiseModelConfig.DEFAULT_DGI_LAYER_CONFIG
one default initialized config (See
GraphWisePredictionLayerConfig ) |
Modifier and Type | Method and Description |
---|---|
GraphWiseDgiLayerConfig |
UnsupervisedEdgeWiseModelConfig.getDgiLayerConfig() |
GraphWiseDgiLayerConfig |
UnsupervisedGraphWiseModelConfig.getDgiLayerConfig()
Deprecated.
since 23.2 - use
UnsupervisedGraphWiseModelConfig.getEmbeddingConfig() instead |
Modifier and Type | Method and Description |
---|---|
void |
UnsupervisedEdgeWiseModelConfig.setDgiLayerConfig(GraphWiseDgiLayerConfig dgiLayerConfig) |
void |
UnsupervisedGraphWiseModelConfig.setDgiLayerConfig(GraphWiseDgiLayerConfig dgiLayerConfig)
Deprecated.
since 23.2 - use
UnsupervisedGraphWiseModelConfig.setEmbeddingConfig(GraphWiseEmbeddingConfig)
instead |
Constructor and Description |
---|
UnsupervisedEdgeWiseModelConfig(int batchSize,
int numEpochs,
double learningRate,
double weightDecay,
int embeddingDim,
java.lang.Integer edgeEmbeddingDim,
java.lang.Integer seed,
GraphWiseBaseConvLayerConfig[] convLayerConfigs,
boolean standardize,
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>> targetEdgeLabelSets,
boolean fitted,
double trainingLoss,
int inputFeatureDim,
int edgeInputFeatureDim,
UnsupervisedEdgeWiseModelConfig.LossFunction lossFunction,
boolean normalize,
GraphWiseBaseModelConfig.Backend backend,
EdgeCombinationMethod edgeCombinationMethod,
EdgeWiseModelConfig.EdgeWiseConvModelVariant variant,
GraphWiseDgiLayerConfig dgiLayerConfig) |
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) |