StellarGraph
v1.0.0rc1
Contents:
StellarGraph Machine Learning Library
StellarGraph API
Heterogeneous GraphSAGE (HinSAGE)
Demos
Basics
Calibration
Community Detection
Connector
Embeddings
Ensembles
Graph Classification
Interpretability
Link Prediction
Attri2vec
Gcn
Graphsage
Hinsage
Knowledge Graphs
Random Walks
Node Classification
Use Cases
StellarGraph
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Demos
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Link Prediction
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Link Prediction
ΒΆ
Attri2vec
Inductive Node Representation Learning through attri2vec
Gcn
Link prediction example: GCN on the Cora citation dataset
Graphsage
Link prediction example: GraphSAGE on the Cora citation dataset
Hinsage
Stellargraph example: Heterogeneous GraphSAGE on the Movielens recommendation dataset
Knowledge Graphs
ComplEx on WN18 and FB15K
DistMult on WN18 and FB15K
Random Walks
Link prediction with Node2Vec on Cora
Load the dataset
Construct splits of the input data
Node2Vec
Train and evaluate the link prediction model
Continuous-Time Dynamic Network Embeddings
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v: v1.0.0rc1
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