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.
|
Class and Description |
---|
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)
|
GraphWiseConvLayerConfigBuilder
Builder for
GraphWiseConvLayerConfig . |
GraphWiseDgiLayerConfigBuilder
Builder for
GraphWiseDgiLayerConfig . |
GraphWisePredictionLayerConfigBuilder
Builder for
GraphWisePredictionLayerConfig . |
Pg2vecModel |
Pg2vecModelBuilder |
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. |
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. |
Class and Description |
---|
AbstractModelRepositoryBuilder
Common abstract super class for model repo builders.
|
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.
|
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 |
GraphWiseConvLayerConfigBuilder
Builder for
GraphWiseConvLayerConfig . |
GraphWiseDgiLayerConfigBuilder
Builder for
GraphWiseDgiLayerConfig . |
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).
|
Pg2vecModel |
Pg2vecModelBuilder |
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. |
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. |