StellarGraph
v0.10.0
Contents:
Introduction
Getting Started
Examples
StellarGraph API
Heterogeneous GraphSAGE (HinSAGE)
StellarGraph
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Welcome to StellarGraph’s documentation!
¶
Contents:
Introduction
Getting Started
Requirements
Installation
Examples
Getting the datasets
Running the GraphSAGE Cora Node Classification Example
Running the GraphSAGE Cora Link Prediction Example
Running Other Examples
StellarGraph API
Core
Data
Generators
GraphSAGE model
HinSAGE model
Attri2Vec model
GCN model
Cluster-GCN model
RGCN model
PPNP model
APPNP model
GAT model
Watch Your Step model
Knowledge Graph models
Link prediction layers
Ensembles
Calibration
Utilities
Datasets
Random
Heterogeneous GraphSAGE (HinSAGE)
Feature updates for homogeneous graphs
Defining additional weight matrices to account for heterogeneity
Feature updates for heterogeneous graphs (HINs)
Supervised Node Attribute Inference
Unsupervised Node Feature Learning
Supervised Link Prediction
References
Indices and tables
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Index
Module Index
Search Page
Read the Docs
v: v0.10.0
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