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	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.
GraphWiseValidationConfigBuilder	Builder for GraphWiseValidationConfig.
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	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.
GraphWiseValidationConfigBuilder	Builder for GraphWiseValidationConfig.
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.