GATE-master
所属分类:其他
开发工具:Python
文件大小:6785KB
下载次数:2
上传日期:2020-07-06 17:44:19
上 传 者:
曼珠沙华lxf
说明: GATE的pytorch实现,图自编码器+注意力机制
(Implementation of graph self encoder gae with Python)
文件列表:
data (0, 2019-06-22)
data\ind.citeseer.allx (595021, 2019-06-22)
data\ind.citeseer.ally (55623, 2019-06-22)
data\ind.citeseer.graph (61987, 2019-06-22)
data\ind.citeseer.test.index (5000, 2019-06-22)
data\ind.citeseer.tx (260321, 2019-06-22)
data\ind.citeseer.ty (24135, 2019-06-22)
data\ind.citeseer.x (31087, 2019-06-22)
data\ind.citeseer.y (3014, 2019-06-22)
data\ind.cora.allx (257305, 2019-06-22)
data\ind.cora.ally (47959, 2019-06-22)
data\ind.cora.graph (59847, 2019-06-22)
data\ind.cora.test.index (5000, 2019-06-22)
data\ind.cora.tx (148025, 2019-06-22)
data\ind.cora.ty (28135, 2019-06-22)
data\ind.cora.x (22119, 2019-06-22)
data\ind.cora.y (4054, 2019-06-22)
data\ind.nell.allx (2710725, 2019-06-22)
data\ind.nell.ally (7494615, 2019-06-22)
data\ind.nell.graph (2285719, 2019-06-22)
data\ind.nell.test.index (5811, 2019-06-22)
data\ind.nell.tx (295978, 2019-06-22)
data\ind.nell.ty (814095, 2019-06-22)
data\ind.nell.x (31104, 2019-06-22)
data\ind.nell.y (88334, 2019-06-22)
data\ind.pubmed.allx (7578385, 2019-06-22)
data\ind.pubmed.ally (224739, 2019-06-22)
data\ind.pubmed.graph (471808, 2019-06-22)
data\ind.pubmed.test.index (6000, 2019-06-22)
data\ind.pubmed.tx (405505, 2019-06-22)
data\ind.pubmed.ty (12135, 2019-06-22)
data\ind.pubmed.x (23172, 2019-06-22)
data\ind.pubmed.y (854, 2019-06-22)
gate.py (2847, 2019-06-22)
inductive_classifier.py (2078, 2019-06-22)
requirements.txt (53, 2019-06-22)
trainer.py (2236, 2019-06-22)
transductive_classifier.py (1904, 2019-06-22)
... ...
# GATE
Graph Attention Auto-Encoders (Attributed Graph Embedding)
# Paper
https://arxiv.org/abs/1905.10715
# Citation
```
@inproceedings{salehi2019graph,
title={Graph Attention Auto-Encoders},
author={Salehi, Amin and Davulcu, Hasan},
booktitle={Arxiv},
year={2019}
}
```
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