Huixuan Chi (@ytchx1999)
github

ytchx1999

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  • Stars
    star
    166
  • Global Rank 141,786 (Top 5 %)
  • Followers 53
  • Following 36
  • Registered about 5 years ago
  • Most used languages
    Python
         84.6 %
    Jupyter Notebook
         15.4 %
  • Location 🇨🇳 China
  • Country Total Rank 16,977
  • Country Ranking
    Jupyter Notebook
         1,370
    Python
         3,825

Top repositories

1

PyG-OGB-Tricks

Bags of Tricks in OGB (node classification) with GCNs.
Python
30
star
2

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/
Python
29
star
3

GraphSAGE-Cora-Citeseer-Pubmed

这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言：PyTorch
Python
15
star
4

PyG-GraphSAGE

使用Pytorch Geometric（PyG）实现了Cora、Citeseer、Pubmed数据集上的GraphSAGE模型（full-batch）
Jupyter Notebook
11
star
5

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」
Python
11
star
6

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/information
Python
8
star
7

Dynamic-Graph-Embedding-Methods-Summary

动态图嵌入方法学习
8
star
8

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
Python
5
star
9

OGBN-MAG-PyG2.0

OGBN-MAG-PyG2.0
Jupyter Notebook
5
star
10

ogbn_arxiv_GCN_res

This is an improvement of baesline on the ogbn-arxiv dataset.
Python
4
star
11

PyG-citation-network

GNN模型在引文网络数据集上的代码，包括Cora、Citeseer、Pubmed、ogbn-arxiv
Python
4
star
12

GCN_res-FLAG

This is an improvement of the GCN_res model, using the FLAG method.
Python
3
star
13

GCN_res-CS-v2

This is an improvement of the GCN_res model, using the C&S method. This is the v2 version.
Python
3
star
14

PyG-GCN_res-CS

This is an improvement of the GCN_res model, using the C&S method.
Python
3
star
15

PyG-ogbn-products

Code: PyG. Dataset: ogbn-products.
Python
3
star
16

PyG-ogbn-mag

This is the implement and improvement code of ogbn-mag.
Python
2
star
17

GeoTGN

Code for GeoTGN.
Python
2
star
18

PyG-ogbn-arxiv

This is the implement and improvement code of ogbn-arxiv.
Python
2
star
19

NGCF-DGL

DGL implement of NGCF
Python
1
star
20

dgl-lp-baseline

Link prediction gnn baselines implemented by DGL.
Python
1
star
21

ResNet-FT

ResNet-18 finetune.
Python
1
star
22

GNN-Dataset

典型图数据集的加载与使用（基于PyG），包括OGB等。
Jupyter Notebook
1
star
23

WSDM_DGL_Challenge

WSDM Cup 2022: Temporal Link Prediction Task (https://www.dgl.ai/WSDM2022-Challenge/).
Jupyter Notebook
1
star
24

ogbl-vessel

OGBL-Vessel submmision.
Python
1
star
25

TGN-DGL

DGL's TGN implement.
Python
1
star
26

TGN-DGraphFin

TGN for anomaly detection in DGraph-Fin dataset. (Top2 🥈 solution in DGraph-Fin Leaderboard) https://dgraph.xinye.com/
Python
1
star
27

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）。
Python
1
star