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

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direct multi-step (DMS) forecasting

#104 kaya0007 opened 3 weeks ago
0
problem about the graph symmetry

#103 InvincibleWza1999 opened 1 month 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 5 months ago
2
CUDA version and Torch Version

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

#97 sozgny closed 5 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 6 months ago
5
some question about the auc score

#95 0nyoun9 closed 6 months ago
2
remove some of the 127 features from wadi dataset

#94 kaya0007 closed 6 months ago
2
Inquiry Regarding Suitability for Anomaly Detection

#93 7C00-lee opened 6 months ago
2
Weights initialization

#92 kaya0007 closed 7 months ago
3
question of fully connected graph

#91 0nyoun9 closed 7 months ago
1
multi-step prediction with iteration

#90 FortunateStarstar86 closed 7 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 8 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 11 months ago
1
Real time detection issue

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

#82 peerschuett closed 10 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 1 year ago
2
Improvement idea: Just using numerical variables for graph deviation scoring?

#57 DevBySam7 opened 1 year ago
1
OSError

#56 yexianyao opened 1 year ago
2
Question about process_wadi.py

#55 dxbj986 opened 2 years ago
2