See: Description
| Interface | Description |
|---|---|
| ModelLoader.ModelConstructor<LoadedModelType> | |
| VertexAnomalyDetectionModel |
This interface specifies which methods an object should implement in order to perform vertex anomaly detection.
|
| Class | Description |
|---|---|
| AbstractModelRepositoryBuilder |
Common abstract super class for model repo builders.
|
| CategoricalPropertyConfigBuilder<Config extends CategoricalPropertyConfig,Self extends CategoricalPropertyConfigBuilder> |
Builder for
CategoricalPropertyConfig. |
| ContinuousPropertyConfigBuilder |
Builder for
ContinuousPropertyConfig. |
| DbModelLoader<ModelType extends Model<?>> |
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<ModelType extends Model<ModelType>> |
A model storer to store models in an Oracle database, inside a modelstore table.
|
| DeepWalkModel | |
| DeepWalkModelBuilder |
Builder for a DeepWalk model.
|
| EdgeWiseModel<Config extends EdgeWiseModelConfig,Metadata extends oracle.pgx.api.internal.mllib.EdgeWiseModelMetadata<Config>,ModelType extends EdgeWiseModel<Config,Metadata,ModelType>> |
Base class for EdgeWiseModels
|
| EdgeWiseModelBuilder<Model extends EdgeWiseModel,Config extends EdgeWiseModelConfig,Self extends EdgeWiseModelBuilder> |
Abstract builder class for EdgeWise models.
|
| EmbeddingTableConfigBuilder |
Builder for
EmbeddingTableConfig. |
| FileModelLoader<ModelType extends Model<?>> |
A model loader for models stored in files
|
| FileModelStorer<ModelType extends Model<ModelType>> |
A model storer for files
|
| GenericModelLoader<ModelType extends Model<?>> |
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)
|
| GenericModelStorer<ModelType extends Model<ModelType>> |
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<ID> |
Explanation of a prediction made by a
GraphWiseModel |
| GraphWiseAttentionLayerConfigBuilder |
Builder for
GraphWiseAttentionLayerConfig. |
| GraphWiseBaseConvLayerConfigBuilder<Config extends GraphWiseBaseConvLayerConfig,Self extends GraphWiseBaseConvLayerConfigBuilder> |
Builder for
GraphWiseBaseConvLayerConfig. |
| GraphWiseConvLayerConfigBuilder |
Builder for
GraphWiseConvLayerConfig. |
| GraphWiseDgiLayerConfigBuilder |
Builder for
GraphWiseDgiLayerConfig. |
| GraphWiseDominantLayerConfigBuilder |
Builder for
GraphWiseDominantLayerConfig. |
| GraphWiseModel<Config extends GraphWiseModelConfig,Metadata extends oracle.pgx.api.internal.mllib.GraphWiseModelMetadata<Config>,ModelType extends GraphWiseModel<Config,Metadata,ModelType>> |
Base class for GraphWiseModels
|
| GraphWiseModelBuilder<Model extends GraphWiseModel,Config extends GraphWiseModelConfig,Self extends GraphWiseModelBuilder> |
Abstract builder class for GraphWise models.
|
| GraphWisePredictionLayerConfigBuilder |
Builder for
GraphWisePredictionLayerConfig. |
| Model<ModelType extends Model<ModelType>> | |
| ModelLoader<LoadedModelType extends Model<?>,ModelLoaderType extends ModelLoader<LoadedModelType,?>> |
Base class for the different model loaders (DB, File).
|
| ModelRepository |
Base class for the different model repositories (At the moment only DB is supported.).
|
| ModelStorer<StoredModelType extends Model<StoredModelType>,ModelStorerType extends ModelStorer<StoredModelType,?>> |
Base class for the different model storers (DB, File).
|
| OneHotEncodingConfigBuilder |
Builder for
OneHotEncodingConfig. |
| 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. |
| SupervisedGnnExplainer |
GnnExplainer object for
SupervisedGraphWiseModel. |
| SupervisedGnnExplanation<ID> |
Explanation of a prediction made by a
SupervisedGraphWiseModel |
| 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. |
| UnsupervisedGnnExplainer |
GnnExplainer object for
UnsupervisedGraphWiseModel. |
| UnsupervisedGnnExplanation<ID> |
Explanation of a prediction made by a
SupervisedGraphWiseModel |
| 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. |
| WiseModelBuilder<Config extends GraphWiseBaseModelConfig,Self extends WiseModelBuilder> |
Abstract builder class for GraphWise models.
|