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d-ailin
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GDN
Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)
MIT License
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Reproduction of results on the WADI dataset
#52
peerschuett
closed
1 year ago
17
On attention weight visualization
#51
yjjuan
opened
1 year ago
0
When I use my own dataset and get the following results, I would like to ask how to adjust the parameters to obtain higher f1
#50
zulihit
opened
1 year ago
1
Question about WADI dataset
#49
WonmoKoo
closed
1 year ago
3
The question about formulas (5) to formulas (8)?
#48
yangfan12311
opened
1 year ago
1
The question about abnormal recall and precision
#47
andyclsr
closed
1 year ago
3
On the function eval_ score
#46
gedizxc
opened
2 years ago
3
The question about result
#45
fuyuyuputao
closed
2 years ago
6
is possible GDN on CUDA 11.6?
#44
mkrzywda
opened
2 years ago
2
Question about remove_self_loops and add_self_loops
#43
TMaddox
closed
2 years ago
1
Question about gnn_layers
#42
xeroCBW
opened
2 years ago
1
Question about dataset processing
#41
bt-1120161955
opened
2 years ago
1
RunTimeError
#40
abhiz3et
opened
2 years ago
3
RuntimeError...
#39
lovechang1986
closed
2 years ago
2
Question about SWaT dataset
#38
Garson-hu
opened
2 years ago
3
Some questions about the experimental results
#37
guoguozy
opened
2 years ago
5
Output visualization
#36
mzin2
opened
2 years ago
8
Some questions about Attention weights
#35
LiPYlpy
closed
2 years ago
2
Some questions about the paper
#34
Luca1236a
closed
2 years ago
2
Latest version
#33
giorgigona
closed
2 years ago
1
How to reproduce table 3?
#32
TTTTTT77
opened
2 years ago
4
Varying number of sensors at each time step
#31
TheNeeloy
closed
2 years ago
3
How to visualize the graph layout
#30
3rdTeaLatte
closed
2 years ago
3
Reproduce the results for SWaT dataset
#29
giorgigona
closed
2 years ago
2
bug
#28
giorgigona
closed
2 years ago
2
Did you perform data normalization in the experiment of your paper?
#27
Jeong-Hyun-Woo
closed
2 years ago
2
could give me some help?
#26
dh-jy
closed
2 years ago
7
the change of the graph structure during training
#25
UniqueRoHo
closed
2 years ago
2
bug
#24
nnccy
opened
2 years ago
2
Why don't you normalize the input data?
#23
Scienceseb
closed
2 years ago
1
What's the meaning of negative total_error_scores?
#22
caixun99
closed
2 years ago
4
what is the meaning about a(T) in the function 7 in your paper
#21
ToneLi
closed
2 years ago
2
Expected a value of type 'Optional[Tensor]' for argument 'ptr' but instead found type 'int'.
#20
Scienceseb
closed
2 years ago
2
Questions about the experiment
#19
Jsok00
closed
2 years ago
2
Non deterministic model?
#18
rashmikaslikar
closed
2 years ago
3
Questions about WADI dataset
#17
ly1112
closed
2 years ago
7
questions about GDN.py
#16
JMSAnita
closed
2 years ago
2
Dataset problem about msl datasets
#15
yyyyybb567
closed
2 years ago
2
Reproduce problem on dataset
#14
ly1112
closed
2 years ago
1
evaluation method
#13
giraffe2021-12
closed
2 years ago
3
The results on SWaT
#12
chenxino
closed
2 years ago
2
Reproduce the results and Dataset Problems
#11
UppSun
closed
2 years ago
3
Operational problems
#10
zulihit
closed
2 years ago
4
Reproduce the results on wadi
#9
ccskyyy
closed
2 years ago
1
Recurring problem
#8
MichaelSu-821
closed
2 years ago
2
Data
#7
flyz1
closed
3 years ago
1
Error occurs when starting training
#6
zhujun001
closed
3 years ago
3
alpha = softmax(alpha, edge_index_i, size_i)
#5
wjj5881005
closed
3 years ago
3
Questions
#4
XxidroxX
closed
2 years ago
14
CUDA version?
#3
CaffreyR
closed
3 years ago
2
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