Dataset Viewer
The dataset viewer is not available because its heuristics could not detect any supported data files. You can try uploading some data files, or configuring the data files location manually.
简介
收集来自于论文 HeCo [1] 的 4 个异质图数据集（ACM、DBLP、Freebase、AMiner），用于节点分类任务。
统计信息
| 数据集 | 节点 | 边 | 节点类别数 |
|---|---|---|---|
| ACM | paper (P): 4019 author (A): 7167 subject (S): 60 |
PA/AP: 1,3407 PS/SP: 4019 |
P: 3 |
| DBLP | author (A): 4057 paper (P): 1,4328 term (T): 7723 conference (C): 20 |
AP/PA: 1,9645 PT/TP: 8,5810 PC/CP: 1,4328 |
A: 4 |
| Freebase | movie (M): 3492 actor (A): 3,3401 director (D): 2502 writer (W): 4459 |
MA/AM: 6,5341 MD/DM: 3762 MW/WM: 6414 |
M: 3 |
| AMiner | paper (P): 6564 author (A): 1,3329 reference (R): 3,5890 |
PA/AP: 1,8007 PR/RP: 5,8831 |
P: 4 |
使用方法
下载仓库：https://github.com/hcmdgh/dataset
通过dataset_util，加载相应的数据集：
import dataset_util
dataset = load_acm_dataset(split=20)
print(dataset)
参考文献
- [1] Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning.
- Downloads last month
- 22