gae-pytorch-master
所属分类：Java编程
开发工具：Python
文件大小：362KB
下载次数：2
上传日期：2020-07-06 17:45:05
上 传 者：
曼珠沙华lxf
说明： 图自编码器GAE的pytorch实现，参考论文vgae
(Implementation of graph self encoder gae with Python)
文件列表:
LICENSE (1064, 2018-08-12)
gae (0, 2018-08-12)
gae\__init__.py (6, 2018-08-12)
gae\data (0, 2018-08-12)
gae\data\ind.citeseer.allx (595021, 2018-08-12)
gae\data\ind.citeseer.graph (61987, 2018-08-12)
gae\data\ind.citeseer.test.index (5000, 2018-08-12)
gae\data\ind.citeseer.tx (260321, 2018-08-12)
gae\data\ind.citeseer.x (31087, 2018-08-12)
gae\data\ind.cora.allx (257305, 2018-08-12)
gae\data\ind.cora.graph (59847, 2018-08-12)
gae\data\ind.cora.test.index (5000, 2018-08-12)
gae\data\ind.cora.tx (148025, 2018-08-12)
gae\data\ind.cora.x (22119, 2018-08-12)
gae\layers.py (1144, 2018-08-12)
gae\model.py (1544, 2018-08-12)
gae\optimizer.py (585, 2018-08-12)
gae\train.py (3328, 2018-08-12)
gae\utils.py (6986, 2018-08-12)
requirements.txt (80, 2018-08-12)
# gae-pytorch
Graph Auto-Encoder in PyTorch
This is a PyTorch implementation of the Variational Graph Auto-Encoder model described in the paper:
T. N. Kipf, M. Welling, [Variational Graph Auto-Encoders](https://arxiv.org/abs/1611.07308), NIPS Workshop on Bayesian Deep Learning (2016)
The code in this repo is based on or refers to https://github.com/tkipf/gae, https://github.com/tkipf/pygcn and https://github.com/vmasrani/gae_in_pytorch.
### Requirements
- Python 3
- PyTorch 0.4
- install requirements via ```
pip install -r requirements.txt```
### How to run
```bash
python gae/train.py
```
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