d-ailin GDN issues - Githubissues

d-ailin / GDN

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

MIT License

488 stars 142 forks source link

issues

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

direct multi-step (DMS) forecasting

#104 kaya0007 opened 1 month ago
0
problem about the graph symmetry

#103 InvincibleWza1999 opened 2 months ago
1
Non-rigorous test score calculation

#102 MengjieZhao opened 2 months ago
6
how to implement models

#101 phanlong95 closed 5 months ago
0
No Results

#100 wuchenhu98 closed 5 months ago
2
Figure 2: t-SNE plot

#99 sozgny closed 6 months ago
2
CUDA version and Torch Version

#98 LameloBally opened 6 months ago
2
GNN layers & topk relation

#97 sozgny closed 6 months ago
2
RuntimeError: The expanded size of the tensor (1) must match the existing size (69120) at non-singleton dimension 1. Target sizes: [69120, 1, 64]. Tensor sizes: [1, 69120, 1]

#96 imilong opened 7 months ago
5
some question about the auc score

#95 0nyoun9 closed 7 months ago
2
remove some of the 127 features from wadi dataset

#94 kaya0007 closed 7 months ago
2
Inquiry Regarding Suitability for Anomaly Detection

#93 7C00-lee opened 7 months ago
2
Weights initialization

#92 kaya0007 closed 8 months ago
3
question of fully connected graph

#91 0nyoun9 closed 8 months ago
1
multi-step prediction with iteration

#90 FortunateStarstar86 closed 8 months ago
3
current time tick?

#89 FortunateStarstar86 closed 8 months ago
2
Related issues in the result output section

#88 7C00-lee opened 8 months ago
2
CUDA is not available

#87 xxxdongjiu opened 9 months ago
3
Cuda issues even with only cpu

#86 fede-bello opened 9 months ago
0
how to get SWaT dataset?

#85 0nyoun9 closed 8 months ago
0
about experiments hyperparameters

#84 adverbial03 opened 1 year ago
1
Real time detection issue

#83 ELMERWANG closed 1 year ago
4
Question about MSL and SMAP dataset

#82 peerschuett closed 11 months ago
2
The question of Table 2:

#81 fuyuyuputao opened 1 year ago
1
The model does not perform well

#80 mhy139 opened 1 year ago
2
One qusetion about learned_graph.

#79 ShiinoMashiro opened 1 year ago
3
Visualization code for Figure 3 (left) in Paper

#78 shahaamirbader opened 1 year ago
3
Visualization of left figure from the paper

#77 shahaamirbader opened 1 year ago
0
High losses

#76 Andred00 closed 1 year ago
1
graph structure

#75 mhy139 opened 1 year ago
2
Error in training

#74 Andred00 closed 1 year ago
3
data set

#73 mhy139 opened 1 year ago
6
I want to ask about one detail in your code

#72 renlixing closed 1 year ago
0
Error in data preprocessing

#71 root4399 opened 1 year ago
0
Graph Structure Learning

#70 KennyNH closed 1 year ago
2
About the graph structure change

#69 adverbial03 opened 1 year ago
4
Reproducibility of GDN

#68 mhkim9714 opened 1 year ago
3
OSError: [Errno 22] Invalid argument: './pretrained//best_04|18-23:10:14.pt'

#67 mhy139 opened 1 year ago
3
Visualize figure 2

#66 broomriderrr opened 1 year ago
1
Hi, nice to see ur amazing work. When i try to run this code, i encounter some questions about cudnn version.

#65 qiaoyo closed 1 year ago
2
Results of other version of libraries

#64 windows7897 opened 1 year ago
2
question about attention coefficients

#63 InvincibleWza1999 closed 1 year ago
2
RuntimeError:AttributeError:

#62 haowasai111 opened 1 year ago
1
No results obtained

#61 Mary-2023 opened 1 year ago
2
Error in code implementation

#60 Mary-2023 opened 1 year ago
3
some questions about the experimental results and threshold Selection.

#59 cloudlessky opened 1 year ago
3
WADI 2019 Result

#58 gedizxc opened 2 years ago
2
Improvement idea: Just using numerical variables for graph deviation scoring?

#57 DevBySam7 opened 2 years ago
1
OSError

#56 yexianyao opened 2 years ago
2
Question about process_wadi.py

#55 dxbj986 opened 2 years ago
2