From 3fade32da156de130dbd5e056ff359e5b86b4324 Mon Sep 17 00:00:00 2001 From: Theheavens <34649403+Theheavens@users.noreply.github.com> Date: Fri, 7 Jan 2022 11:06:23 +0800 Subject: [PATCH] update README --- README.md | 3 +-- README_ZH.md | 54 ++++++++++++++++++++------------------ openhgnn/dataset/README.md | 6 ++--- 3 files changed, 32 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index d6e2338f..c8a62d3c 100644 --- a/README.md +++ b/README.md @@ -129,11 +129,10 @@ The link will give some basic usage. | [HGSL](./openhgnn/output/HGSL)[AAAI 2021] | :heavy_check_mark: | | | | [HGNN-AC](./openhgnn/output/HGNN_AC)[WWW 2021] | :heavy_check_mark: | | | | [HeCo](./openhgnn/output/HeCo)[KDD 2021] | :heavy_check_mark: | | | -| SimpleHGN[KDD 2021] | | | | +| [SimpleHGN](./openhgnn/output/SimpleHGN)[KDD 2021] | :heavy_check_mark: | | | | [HPN](./openhgnn/output/HPN)[TKDE 2021] | :heavy_check_mark: | :heavy_check_mark: | | | [RHGNN](./openhgnn/output/RHGNN)[arxiv] | :heavy_check_mark: | | | | [HDE](./openhgnn/output/HDE)[ICDM 2021] | | :heavy_check_mark: | | -| | | | | ### Candidate models diff --git a/README_ZH.md b/README_ZH.md index cfc33c57..d0774bb6 100644 --- a/README_ZH.md +++ b/README_ZH.md @@ -4,7 +4,7 @@ [![Documentation Status](https://readthedocs.org/projects/openhgnn-zh-cn/badge/?version=latest)](https://openhgnn.readthedocs.io/zh_CN/latest/?badge=latest) ![GitHub](https://img.shields.io/github/license/BUPT-GAMMA/OpenHGNN) - [**Github Community (English)**](./README.md) +[**启智社区（中文版）**](https://git.openi.org.cn/GAMMALab/OpenHGNN)｜ [**Github Community (English)**](https://github.com/BUPT-GAMMA/OpenHGNN) OpenHGNN是一个基于 [DGL [Deep Graph Library]](https://github.com/dmlc/dgl) 和 [PyTorch](https://pytorch.org/) 的开源异质图神经网络工具包, 集成了异质图神经网络的前沿模型. @@ -15,8 +15,11 @@ OpenHGNN是一个基于 [DGL [Deep Graph Library]](https://github.com/dmlc/dgl) 启智社区用户可以享受到如下功能： - 全新的中文文档 -- 免费的计算资源, 云脑使用教程 +- 免费的计算资源—— [云脑使用教程](https://git.openi.org.cn/GAMMALab/OpenHGNN/src/branch/main/yunnao_tutorial.md) - OpenHGNN最新功能 + - 新增模型：【KDD2017】Metapath2vec、【TKDE2018】HERec、【KDD2021】HeCo、【KDD2021】SimpleHGN、【TKDE2021】HPN、【ICDM2021】HDE、fastGTN + - 新增日志功能 + - 新增美团外卖数据集 ## 关键特性 @@ -108,30 +111,29 @@ python main.py -m GTN -d imdb4GTN -t node_classification -g 0 --use_best_config | 模型 | 节点分类 | 链路预测 | 推荐 | | -------------------------------------------------------- | ------------------- | ------------------ | ------------------ | -| [Metapath2vec](./openhgnn/output/metapath2vec)[KDD 2017] | :heavy_check_mark: | | | -| [RGCN](./openhgnn/output/RGCN)[ESWC 2018] | :heavy_check_mark: | :heavy_check_mark: | | -| [HERec](./openhgnn/output/HERec)[TKDE 2018] | :heavy_check_mark: | | | -| [HAN](./openhgnn/output/HAN)[WWW 2019] | :heavy_check_mark: | | | -| [KGCN](./openhgnn/output/KGCN)[WWW 2019] | | | :heavy_check_mark: | -| [HetGNN](./openhgnn/output/HetGNN)[KDD 2019] | :heavy_check_mark: | :heavy_check_mark: | | -| HGAT[EMNLP 2019] | | | | -| [GTN](./openhgnn/output/GTN)[NeurIPS 2019] | :heavy_check_mark: | | | -| [RSHN](./openhgnn/output/RSHN)[ICDM 2019] | :heavy_check_mark: | | | -| [DMGI](./openhgnn/output/DMGI)[AAAI 2020] | :heavy_check_mark: | | | -| [MAGNN](./openhgnn/output/MAGNN)[WWW 2020] | :heavy_check_mark: | | | -| HGT[WWW 2020] | | | | -| [CompGCN](./openhgnn/output/CompGCN)[ICLR 2020] | :heavy_check_mark: | :heavy_check_mark: | | -| [NSHE](./openhgnn/output/NSHE)[IJCAI 2020] | :heavy_check_mark: | | | -| [NARS](./openhgnn/output/NARS)[arxiv] | :heavy_check_mark: | | | -| [MHNF](./openhgnn/output/MHNF)[arxiv] | :heavy_check_mark: | | | -| [HGSL](./openhgnn/output/HGSL)[AAAI 2021] | :heavy_check_mark: | | | -| [HGNN-AC](./openhgnn/output/HGNN_AC)[WWW 2021] | :heavy_check_mark: | | | -| [HeCo](./openhgnn/output/HeCo)[KDD 2021] | :heavy_check_mark: | | | -| SimpleHGN[KDD 2021] | | | | -| [HPN](./openhgnn/output/HPN)[TKDE 2021] | :heavy_check_mark: | | | -| [RHGNN](./openhgnn/output/RHGNN)[arxiv] | :heavy_check_mark: | | | -| [HDE](./openhgnn/output/HDE)[ICDM 2021] | | :heavy_check_mark: | | -| | | | | +| [Metapath2vec](./openhgnn/output/metapath2vec)[KDD 2017] | :heavy_check_mark: | | | +| [RGCN](./openhgnn/output/RGCN)[ESWC 2018] | :heavy_check_mark: | :heavy_check_mark: | | +| [HERec](./openhgnn/output/HERec)[TKDE 2018] | :heavy_check_mark: | | | +| [HAN](./openhgnn/output/HAN)[WWW 2019] | :heavy_check_mark: | :heavy_check_mark: | | +| [KGCN](./openhgnn/output/KGCN)[WWW 2019] | | | :heavy_check_mark: | +| [HetGNN](./openhgnn/output/HetGNN)[KDD 2019] | :heavy_check_mark: | :heavy_check_mark: | | +| HGAT[EMNLP 2019] | | | | +| [GTN](./openhgnn/output/GTN)[NeurIPS 2019] & fastGTN | :heavy_check_mark: | | | +| [RSHN](./openhgnn/output/RSHN)[ICDM 2019] | :heavy_check_mark: | :heavy_check_mark: | | +| [DMGI](./openhgnn/output/DMGI)[AAAI 2020] | :heavy_check_mark: | | | +| [MAGNN](./openhgnn/output/MAGNN)[WWW 2020] | :heavy_check_mark: | | | +| HGT[WWW 2020] | | | | +| [CompGCN](./openhgnn/output/CompGCN)[ICLR 2020] | :heavy_check_mark: | :heavy_check_mark: | | +| [NSHE](./openhgnn/output/NSHE)[IJCAI 2020] | :heavy_check_mark: | | | +| [NARS](./openhgnn/output/NARS)[arxiv] | :heavy_check_mark: | | | +| [MHNF](./openhgnn/output/MHNF)[arxiv] | :heavy_check_mark: | | | +| [HGSL](./openhgnn/output/HGSL)[AAAI 2021] | :heavy_check_mark: | | | +| [HGNN-AC](./openhgnn/output/HGNN_AC)[WWW 2021] | :heavy_check_mark: | | | +| [HeCo](./openhgnn/output/HeCo)[KDD 2021] | :heavy_check_mark: | | | +| [SimpleHGN](./openhgnn/output/SimpleHGN)[KDD 2021] | :heavy_check_mark: | | | +| [HPN](./openhgnn/output/HPN)[TKDE 2021] | :heavy_check_mark: | :heavy_check_mark: | | +| [RHGNN](./openhgnn/output/RHGNN)[arxiv] | :heavy_check_mark: | | | +| [HDE](./openhgnn/output/HDE)[ICDM 2021] | | :heavy_check_mark: | | ### 候选模型 diff --git a/openhgnn/dataset/README.md b/openhgnn/dataset/README.md index f312c5bd..999f8e04 100644 --- a/openhgnn/dataset/README.md +++ b/openhgnn/dataset/README.md @@ -141,9 +141,9 @@ So dataset should load not only a heterograph[DGLGraph], but also some index inv - MTWM - | | user | poi | Sup | | poi-contain-spu | user-buy-poi | user-buy-spu | user-click-poi | -| ---- | ------- | ----- | ------ | ---- | --------------- | ------------ | ------------ | -------------- | - | MTWM | 188,155 | 3,474 | 16,889 | | 92,024 | 542,915 | 1,797,283 | 1,477,316 | + | | user | poi | Sup | poi-contain-spu | user-buy-poi | user-buy-spu | user-click-poi | +| ---- | ------- | ----- | ------ | --------------- | ------------ | ------------ | -------------- | + | MTWM | 188,155 | 3,474 | 16,889 | 92,024 | 542,915 | 1,797,283 | 1,477,316 | -