Package | Description |
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oracle.pgx.api.mllib |
This package contains graph machine learning tools for use with PGX.
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Modifier and Type | Class and Description |
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class |
DbModelLoader<ModelType extends Model<?>>
A model loader for models stored in an Oracle database, inside a modelstore table.
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class |
DbModelStorer<ModelType extends Model<ModelType>>
A model storer to store models in an Oracle database, inside a modelstore table.
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class |
FileModelLoader<ModelType extends Model<?>>
A model loader for models stored in files
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class |
FileModelStorer<ModelType extends Model<ModelType>>
A model storer for files
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class |
GenericModelLoader<ModelType extends Model<?>>
Generic model loader that gives access to the different available loaders (DB, File)
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class |
GenericModelStorer<ModelType extends Model<ModelType>>
Generic model storer that gives access to the different available storers (DB, File)
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class |
Model<ModelType extends Model<ModelType>> |
class |
ModelLoader<LoadedModelType extends Model<?>,ModelLoaderType extends ModelLoader<LoadedModelType,?>>
Base class for the different model loaders (DB, File).
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class |
ModelStorer<StoredModelType extends Model<StoredModelType>,ModelStorerType extends ModelStorer<StoredModelType,?>>
Base class for the different model storers (DB, File).
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Modifier and Type | Class and Description |
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class |
DeepWalkModel |
class |
EdgeWiseModel<Config extends EdgeWiseModelConfig,Metadata extends oracle.pgx.api.internal.mllib.EdgeWiseModelMetadata<Config>,ModelType extends EdgeWiseModel<Config,Metadata,ModelType>>
Base class for EdgeWiseModels
|
class |
GraphWiseModel<Config extends GraphWiseModelConfig,Metadata extends oracle.pgx.api.internal.mllib.GraphWiseModelMetadata<Config>,ModelType extends GraphWiseModel<Config,Metadata,ModelType>>
Base class for GraphWiseModels
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class |
Pg2vecModel |
class |
SupervisedEdgeWiseModel
A variant of GraphSAGE working on edges.
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class |
SupervisedGraphWiseModel
A variant of GraphSAGE.
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class |
UnsupervisedAnomalyDetectionGraphWiseModel
Implementation of
VertexAnomalyDetectionModel using UnsupervisedGraphWiseModel
See UnsupervisedAnomalyDetectionGraphWiseModelBuilder for documentation of the hyperparameters. |
class |
UnsupervisedEdgeWiseModel
A variant of GraphSAGE working on edges.
|
class |
UnsupervisedGraphWiseModel
A variant of Deep Graph Infomax (DGI).
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