| Package | Description |
|---|---|
| org.deeplearning4j.models.node2vec | |
| org.deeplearning4j.models.sequencevectors.graph.walkers.impl | |
| org.deeplearning4j.models.sequencevectors.transformers.impl |
| Constructor and Description |
|---|
Builder(GraphWalker<V> walker,
VectorsConfiguration configuration) |
| Modifier and Type | Class and Description |
|---|---|
class |
NearestVertexWalker<V extends SequenceElement>
This walker represents connections of a given node + their neighborhoods up to certain depth.
|
class |
PopularityWalker<T extends SequenceElement>
This is vertex popularity-based walker for SequenceVectors-based DeepWalk implementation.
|
class |
RandomWalker<T extends SequenceElement>
This is Random-based walker for SequenceVectors-based DeepWalk implementation
Original DeepWalk paper: http://arxiv.org/pdf/1403.6652v2
|
class |
WeightedWalker<T extends SequenceElement>
This is vertex weight-based walker for SequenceVectors-based DeepWalk implementation.
|
| Modifier and Type | Field and Description |
|---|---|
protected GraphWalker<T> |
GraphTransformer.walker |
protected GraphWalker<T> |
GraphTransformer.Builder.walker |
| Modifier and Type | Method and Description |
|---|---|
GraphTransformer.Builder<T> |
GraphTransformer.Builder.setGraphWalker(GraphWalker<T> walker) |
| Constructor and Description |
|---|
Builder(GraphWalker<T> walker) |
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