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pygod-team
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pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
https://pygod.org
BSD 2-Clause "Simplified" License
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Decrease in AUC Score After Standardization of Node and Edge Features in Custom Graph Dataset
#109
Naotake-Ishikura
opened
1 month ago
0
Unable to load graphs
#106
Bobpick
opened
5 months ago
1
Update testing-cron.yml
#105
kayzliu
closed
5 months ago
1
Reproduced performance is different from the report
#104
trrrrht
opened
5 months ago
1
Doesn’t benchmark’s main.py support the implementation of CoLA and RADAR methods?
#103
uuice11
opened
6 months ago
1
Add DMGD
#102
kayzliu
closed
8 months ago
2
loss of GAAN is nan
#101
AnonymousDataCodeHub
closed
8 months ago
1
Add Score Converter Example, fix #84
#100
kayzliu
closed
8 months ago
1
Sometimes loss of AdONE becomes 'nan'.
#99
CooperSunHub
closed
8 months ago
8
Edge Features
#98
raphael-assal
closed
9 months ago
3
Add the GADNR model
#97
YingtongDou
closed
9 months ago
1
Update dev branch
#96
kayzliu
closed
9 months ago
0
For OCGNN models, update hypersphere radius, and filter training data with active_mask
#95
ahmed3amerai
closed
9 months ago
10
Running issues with GAAN (Prediction probabilities are all NANs)
#93
ZhongLIFR
closed
9 months ago
2
Fix #91: ANOMALOUS device missing
#92
kayzliu
closed
10 months ago
1
The model is not using GPU when I run benchmark/main.py.
#91
functionendless
closed
10 months ago
2
Curious about the ANEMONE algorithm
#89
ZhongLIFR
closed
10 months ago
2
Is any method to track metrics like loss?
#88
jialec1909
closed
11 months ago
1
fix torch.mean(auc) and updating model init in utils.py
#86
ParthaPratimBanik
closed
1 year ago
1
benchmark/main.py torch.mean(auc) throws error
#85
ParthaPratimBanik
closed
1 year ago
1
Edge level anomaly detection
#84
beruva2017
closed
8 months ago
1
Inconsistency with BOND paper
#83
CaptainJuice
closed
1 year ago
6
How do you divide the training set and the testing set?
#82
fatalite1
closed
9 months ago
1
Hard to run benchmark scripts directly
#81
OldPanda
closed
1 year ago
3
Fix the typo of attribute name decision_score_
#80
OldPanda
closed
1 year ago
1
Unclear if pygod is for supervised outlier detection only
#79
ogencoglu
closed
1 year ago
1
major refactor for 0.4.0
#77
kayzliu
closed
1 year ago
2
Simplify requirements
#76
kayzliu
closed
1 year ago
1
LOF model
#75
jweihe
closed
1 year ago
1
Why DOMINANT model has struct decoder?
#74
jweihe
closed
1 year ago
4
same parameters but result varys
#73
jweihe
closed
1 year ago
1
Out of memory
#72
aNR0
closed
1 year ago
1
Degraded performance of ANEMONE and CoLA on weibo dataset
#71
nigelnnk
closed
1 year ago
1
BOND data possible inconsistency
#70
realfolkcode
closed
1 year ago
3
fix basic_nn.py gcn num_layers
#64
KellyGong
closed
1 year ago
2
fix basic_nn.py gcn num_layers
#63
KellyGong
closed
1 year ago
0
Is it possible to use heterogeneous pyg object to find anaomalies?
#60
monk1337
closed
1 year ago
2
Connection Error when calling pygod.utils.load_data()
#54
YingtongDou
closed
1 year ago
1
ValueError: Expected more than 1 value per channel when training, got input size torch.Size([1, 64])
#53
nbijlani
closed
1 year ago
1
A problem about structural reconstruction
#51
Kaslanarian
closed
2 years ago
2
Flickr is not consistent with the "Flickr" dataset in pyg
#48
goldenNormal
closed
1 year ago
4
Update for v0.3.1
#47
kayzliu
closed
2 years ago
1
Pygod does not work in a subprocess
#46
prabhant
closed
2 years ago
2
Problem for CoLA and ANEMONE models.
#43
1017027994zjj
closed
1 year ago
2
When I use 1080ti GPU, there is an out of memory problem in all datasets except Cora, which is inconsistent with the description in the benchmark paper.
#42
1017027994zjj
closed
2 years ago
5
fix benchmark dataset loading
#41
kayzliu
closed
2 years ago
1
FIX issue #39
#40
cshjin
closed
2 years ago
4
`load_data` error in benchmark
#39
cshjin
closed
2 years ago
0
About node embedding function
#38
wubo2180
closed
1 year ago
3
how to generate data like inj_cora.pt?
#37
yzfxmu
closed
2 years ago
0
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