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AliGraph:大规模图神经网络平台
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AliGraph:大规模图神经网络平台

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1 .

2 .PAI https://data.aliyun.com/product/learn

3 .PAI

4 .PAI STOA PAI-Tensorflow & https://data.aliyun.com/product/learn

5 .

6 .Graph Network G = (V, E) V = Vertex E = Edge

7 .Neo4J Titan Aliyun GraphCompute Amazon Neptune Pregel PowerGraph, Spark GraphX

8 .= +

9 .

10 . - GCN GCN Graph Convolution Network

11 . - GraphSAGE Graph SAmple and aggreGatE

12 .GNN –

13 .GNN –

14 .

15 .

16 .AliGraph & & GNN

17 .AliGraph sample aggregate combine

18 .AliGraph

19 .

20 .E2E 4%

21 .

22 .

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