| Package | Description |
|---|---|
| org.deeplearning4j.graph.models.deepwalk | |
| org.deeplearning4j.graph.models.embeddings | |
| org.deeplearning4j.graph.models.loader |
| Modifier and Type | Class and Description |
|---|---|
class |
DeepWalk<V,E>
Implementation of the DeepWalk graph vectorization model, based on the paper
DeepWalk: Online Learning of Social Representations by Perozzi, Al-Rfou & Skiena (2014),
https://arxiv.org/abs/1403.6652
Similar to word2vec in nature, DeepWalk is an unsupervised learning algorithm that learns a vector representation of each vertex in a graph. |
| Modifier and Type | Class and Description |
|---|---|
class |
GraphVectorsImpl<V,E>
Base implementation for GraphVectors.
|
| Modifier and Type | Method and Description |
|---|---|
static GraphVectors |
GraphVectorSerializer.loadTxtVectors(File file) |
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