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PyG-OGB-Tricks
Bags of Tricks in OGB (node classification) with GCNs.MAXP_DGL_Graph
MAXP 命题赛 任务一:基于DGL的图机器学习任务。队伍:Graph@ICT,🥉rank6。https://www.biendata.xyz/competition/maxp_dgl/GraphSAGE-Cora-Citeseer-Pubmed
这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言:PyTorchPyG-GraphSAGE
使用Pytorch Geometric(PyG)实现了Cora、Citeseer、Pubmed数据集上的GraphSAGE模型(full-batch)PyG-JK-Nets
PyTorch_Geometric实现的JK-Nets(Jumping Knowledge Network),其中也包括了baseline的GCN和GAT。数据集使用的「Cora、Citeseer、Pubmed」UCAS_DM_GTL_Tianchi
2021 亚太眼科学会大数据竞赛(APTOS)。队伍:UCAS_DM_GTL,初赛rank: 85/10006。比赛官网:https://tianchi.aliyun.com/competition/entrance/531929/informationDynamic-Graph-Embedding-Methods-Summary
动态图嵌入方法学习PyG-GNN-Test
使用PyTorch Geometric对GNN典型模型的各阶段执行时间进行测试和分析OGBN-MAG-PyG2.0
OGBN-MAG-PyG2.0ogbn_arxiv_GCN_res
This is an improvement of baesline on the ogbn-arxiv dataset.PyG-citation-network
GNN模型在引文网络数据集上的代码,包括Cora、Citeseer、Pubmed、ogbn-arxivGCN_res-FLAG
This is an improvement of the GCN_res model, using the FLAG method.GCN_res-CS-v2
This is an improvement of the GCN_res model, using the C&S method. This is the v2 version.PyG-GCN_res-CS
This is an improvement of the GCN_res model, using the C&S method.PyG-ogbn-products
Code: PyG. Dataset: ogbn-products.PyG-ogbn-mag
This is the implement and improvement code of ogbn-mag.PyG-ogbn-arxiv
This is the implement and improvement code of ogbn-arxiv.NGCF-DGL
DGL implement of NGCFdgl-lp-baseline
Link prediction gnn baselines implemented by DGL.ResNet-FT
ResNet-18 finetune.GNN-Dataset
典型图数据集的加载与使用(基于PyG),包括OGB等。WSDM_DGL_Challenge
WSDM Cup 2022: Temporal Link Prediction Task (https://www.dgl.ai/WSDM2022-Challenge/).ogbl-vessel
OGBL-Vessel submmision.TGN-DGL
DGL's TGN implement.TGN-DGraphFin
TGN for anomaly detection in DGraph-Fin dataset. (Top2 🥈 solution in DGraph-Fin Leaderboard) https://dgraph.xinye.com/ST-ML-Learn
李航《统计学习方法》的代码练习(torch手撸+sklearn掉调包均有实现)。Love Open Source and this site? Check out how you can help us