Uses of Package
oracle.pgx.api.mllib

Packages that use oracle.pgx.api.mllib

Package	Description
oracle.pgx.api	This package contains the main Java APIs.
oracle.pgx.api.mllib	This package contains graph machine learning tools for use with PGX.

Classes in oracle.pgx.api.mllib used by oracle.pgx.api

Class and Description
CategoricalPropertyConfigBuilder Builder for CategoricalPropertyConfig.
ContinuousPropertyConfigBuilder Builder for ContinuousPropertyConfig.
DeepWalkModel
DeepWalkModelBuilder Builder for a DeepWalk model.
GenericModelLoader Generic model loader that gives access to the different available loaders (DB, File)
GenericModelRepositoryBuilder Generic model repository builder that gives access to the different available model repository builders (only DB, File is currently not supported)
GraphWiseAttentionLayerConfigBuilder Builder for GraphWiseAttentionLayerConfig.
GraphWiseConvLayerConfigBuilder Builder for GraphWiseConvLayerConfig.
GraphWiseDgiLayerConfigBuilder Builder for GraphWiseDgiLayerConfig.
GraphWiseDominantLayerConfigBuilder Builder for GraphWiseDominantLayerConfig.
GraphWisePredictionLayerConfigBuilder Builder for GraphWisePredictionLayerConfig.
Pg2vecModel
Pg2vecModelBuilder
SupervisedEdgeWiseModel A variant of GraphSAGE working on edges.
SupervisedEdgeWiseModelBuilder Builder for SupervisedEdgeWiseModel The builder can be used to set the configuration of the model and create the model object.
SupervisedGraphWiseModel A variant of GraphSAGE.
SupervisedGraphWiseModelBuilder Builder for SupervisedGraphWiseModel The builder can be used to set the configuration of the model and create the model object.
UnsupervisedAnomalyDetectionGraphWiseModel Implementation of VertexAnomalyDetectionModel using UnsupervisedGraphWiseModel See UnsupervisedAnomalyDetectionGraphWiseModelBuilder for documentation of the hyperparameters.
UnsupervisedAnomalyDetectionGraphWiseModelBuilder Builder for UnsupervisedAnomalyDetectionGraphWiseModel The builder can be used to set the configuration of the model and create the model object.
UnsupervisedEdgeWiseModel A variant of GraphSAGE working on edges.
UnsupervisedEdgeWiseModelBuilder Builder for UnsupervisedEdgeWiseModel The builder can be used to set the configuration of the model and create the model object.
UnsupervisedGraphWiseModel A variant of Deep Graph Infomax (DGI).
UnsupervisedGraphWiseModelBuilder Builder for UnsupervisedGraphWiseModel The builder can be used to set the configuration of the model and create the model object.

Classes in oracle.pgx.api.mllib used by oracle.pgx.api.mllib

Class and Description
AbstractModelRepositoryBuilder Common abstract super class for model repo builders.
CategoricalPropertyConfigBuilder Builder for CategoricalPropertyConfig.
DbModelLoader A model loader for models stored in an Oracle database, inside a modelstore table.
DbModelRepository A model repository for CRUD operations on model store tables in an Oracle database.
DbModelRepositoryBuilder A model repository builder that can be used to build a model repository for CRUD operations on model store tables in an Oracle database.
DbModelStorer A model storer to store models in an Oracle database, inside a modelstore table.
DeepWalkModel
DeepWalkModelBuilder Builder for a DeepWalk model.
EdgeWiseModel Base class for EdgeWiseModels
EdgeWiseModelBuilder Abstract builder class for EdgeWise models.
EmbeddingTableConfigBuilder Builder for EmbeddingTableConfig.
FileModelLoader A model loader for models stored in files
FileModelStorer A model storer for files
GenericModelStorer Generic model storer that gives access to the different available storers (DB, File)
GnnExplainer GNNExplainer object that can be used to request explanations for GraphWise model predictions.
GnnExplanation Explanation of a prediction made by a GraphWiseModel
GraphWiseAttentionLayerConfigBuilder Builder for GraphWiseAttentionLayerConfig.
GraphWiseBaseConvLayerConfigBuilder Builder for GraphWiseBaseConvLayerConfig.
GraphWiseConvLayerConfigBuilder Builder for GraphWiseConvLayerConfig.
GraphWiseDgiLayerConfigBuilder Builder for GraphWiseDgiLayerConfig.
GraphWiseDominantLayerConfigBuilder Builder for GraphWiseDominantLayerConfig.
GraphWiseModel Base class for GraphWiseModels
GraphWiseModelBuilder Abstract builder class for GraphWise models.
GraphWisePredictionLayerConfigBuilder Builder for GraphWisePredictionLayerConfig.
Model
ModelLoader Base class for the different model loaders (DB, File).
ModelLoader.ModelConstructor
ModelRepository Base class for the different model repositories (At the moment only DB is supported.).
ModelStorer Base class for the different model storers (DB, File).
OneHotEncodingConfigBuilder Builder for OneHotEncodingConfig.
Pg2vecModel
Pg2vecModelBuilder
SupervisedEdgeWiseModel A variant of GraphSAGE working on edges.
SupervisedEdgeWiseModel.SupervisedEdgeWiseInferenceType
SupervisedEdgeWiseModelBuilder Builder for SupervisedEdgeWiseModel The builder can be used to set the configuration of the model and create the model object.
SupervisedGnnExplainer GnnExplainer object for SupervisedGraphWiseModel.
SupervisedGnnExplanation Explanation of a prediction made by a SupervisedGraphWiseModel
SupervisedGraphWiseModel A variant of GraphSAGE.
SupervisedGraphWiseModel.SupervisedGraphWiseInferenceType
SupervisedGraphWiseModelBuilder Builder for SupervisedGraphWiseModel The builder can be used to set the configuration of the model and create the model object.
UnsupervisedAnomalyDetectionGraphWiseModel Implementation of VertexAnomalyDetectionModel using UnsupervisedGraphWiseModel See UnsupervisedAnomalyDetectionGraphWiseModelBuilder for documentation of the hyperparameters.
UnsupervisedAnomalyDetectionGraphWiseModelBuilder Builder for UnsupervisedAnomalyDetectionGraphWiseModel The builder can be used to set the configuration of the model and create the model object.
UnsupervisedEdgeWiseModel A variant of GraphSAGE working on edges.
UnsupervisedEdgeWiseModel.UnsupervisedEdgeWiseInferenceType
UnsupervisedEdgeWiseModelBuilder Builder for UnsupervisedEdgeWiseModel The builder can be used to set the configuration of the model and create the model object.
UnsupervisedGnnExplainer GnnExplainer object for UnsupervisedGraphWiseModel.
UnsupervisedGnnExplanation Explanation of a prediction made by a SupervisedGraphWiseModel
UnsupervisedGraphWiseModel A variant of Deep Graph Infomax (DGI).
UnsupervisedGraphWiseModel.UnsupervisedGraphWiseInferenceType
UnsupervisedGraphWiseModelBuilder Builder for UnsupervisedGraphWiseModel The builder can be used to set the configuration of the model and create the model object.
VertexAnomalyDetectionModel This interface specifies which methods an object should implement in order to perform vertex anomaly detection.
VertexAnomalyDetectionModel.AnomalyDetectionInferenceType
WiseModelBuilder Abstract builder class for GraphWise models.