nuget
Graph embedding algorithms: the shared embedding abstractions.
Microsoft.VisualBasic.MachineLearning.Bootstrapping 1.0.9762.11310.
01 Namespaces
Microsoft.VisualBasic.MachineLearning.Bootstrapping.GraphEmbedding
| Type | Summary | Members |
|---|---|---|
| Algorithm | "Improving Knowledge Graph Embedding Using Simple Constraints" (ACL-2018) ### Parameters You can changes parameter when training the model k = number of dimensions lmbda… | 14 |
Microsoft.VisualBasic.MachineLearning.Bootstrapping.GraphEmbedding.complex
The complex graph embedding models.
| Type | Summary | Members |
|---|---|---|
| ComplEx | ComplEx (triple only) | 22 |
Microsoft.VisualBasic.MachineLearning.Bootstrapping.GraphEmbedding.complex_NNE
The complex graph embedding model with a neural network encoder.
| Type | Summary | Members |
|---|---|---|
| ComplEx | ComplEx (nonnegative E) | 22 |
Microsoft.VisualBasic.MachineLearning.Bootstrapping.GraphEmbedding.complex_NNE_AER
The auto-encoder regularized complex graph embedding model.
| Type | Summary | Members |
|---|---|---|
| ComplEx | ComplEx (NNE+AER) | 25 |
Microsoft.VisualBasic.MachineLearning.Bootstrapping.GraphEmbedding.complex_R
The complex graph embedding model with typed relations.
| Type | Summary | Members |
|---|---|---|
| ComplEx | ComplEx (R) | 25 |
Microsoft.VisualBasic.MachineLearning.Bootstrapping.GraphEmbedding.struct
Structural graph embedding models.
| Type | Summary | Members |
|---|---|---|
| Triple | 5 |
Microsoft.VisualBasic.MachineLearning.Bootstrapping.node2vec
The node2vec graph embedding algorithm.
| Type | Summary | Members |
|---|---|---|
| AliasMethod | 2 | |
| Graph | Created by freemso on 17-3-14. | 9 |
| Solver | Created by freemso on 17-3-14. | 2 |