| 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 |
|---|---|
UnsupervisedEdgeWiseModelBuilder |
UnsupervisedEdgeWiseModelBuilder.setDgiLayerConfig(GraphWiseDgiLayerConfig layerConfig)
Set the dgi layer configurations (See
GraphWiseDgiLayerConfig. |
UnsupervisedGraphWiseModelBuilder |
UnsupervisedGraphWiseModelBuilder.setDgiLayerConfig(GraphWiseDgiLayerConfig layerConfig)
Deprecated.
since 23.2 - use
UnsupervisedGraphWiseModelBuilder.setEmbeddingConfig(GraphWiseEmbeddingConfig) instead |
| Modifier and Type | Field and Description |
|---|---|
static GraphWiseDgiLayerConfig |
UnsupervisedGraphWiseModelConfig.DEFAULT_DGI_LAYER_CONFIG
one default initialized config (See
GraphWisePredictionLayerConfig) |
static GraphWiseDgiLayerConfig |
UnsupervisedEdgeWiseModelConfig.DEFAULT_DGI_LAYER_CONFIG
one default initialized config (See
GraphWiseDgiLayerConfig) |
| Modifier and Type | Method and Description |
|---|---|
GraphWiseDgiLayerConfig |
UnsupervisedGraphWiseModelConfig.getDgiLayerConfig()
Deprecated.
since 23.2 - use
UnsupervisedGraphWiseModelConfig.getEmbeddingConfig() instead |
GraphWiseDgiLayerConfig |
UnsupervisedEdgeWiseModelConfig.getDgiLayerConfig() |
| Modifier and Type | Method and Description |
|---|---|
void |
UnsupervisedGraphWiseModelConfig.setDgiLayerConfig(GraphWiseDgiLayerConfig dgiLayerConfig)
Deprecated.
since 23.2 - use
UnsupervisedGraphWiseModelConfig.setEmbeddingConfig(GraphWiseEmbeddingConfig) instead |
void |
UnsupervisedEdgeWiseModelConfig.setDgiLayerConfig(GraphWiseDgiLayerConfig dgiLayerConfig) |
| Constructor and Description |
|---|
UnsupervisedEdgeWiseModelConfig(int batchSize, int numEpochs, double learningRate, double weightDecay, int embeddingDim, java.lang.Integer edgeEmbeddingDim, java.lang.Integer seed, GraphWiseConvLayerConfig[] 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, GraphWiseConvLayerConfig[] 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) |