pygod-team/pygod

Issues

• Unable to load graphs

  #106 opened a month ago by Bobpick
  1

• Reproduced performance is different from the report

  #104 opened a month ago by trrrrht
  0

• Doesn’t benchmark’s main.py support the implementation of CoLA and RADAR methods?

  #103 opened 2 months ago by uuice11
  1

• Support distributed learning and low-precision computation via pytorch lightning

  #26 opened 2 years ago by yzhao062
  1

• loss of GAAN is nan

  #101 opened 4 months ago by AnonymousDataCodeHub
  1

• Sometimes loss of AdONE becomes 'nan'.

  #99 opened 4 months ago by CooperSunHub
  8

• Edge level anomaly detection

  #84 opened 5 months ago by beruva2017
  1

• Edge Features

  #98 opened 5 months ago by raphael-assal
  3

• How do you divide the training set and the testing set?

  #82 opened 5 months ago by fatalite1
  1

• Running issues with GAAN (Prediction probabilities are all NANs)

  #93 opened 5 months ago by ZhongLIFR
  2

• The model is not using GPU when I run benchmark/main.py.

  #91 opened 6 months ago by functionendless
  2

• Curious about the ANEMONE algorithm

  #89 opened 6 months ago by ZhongLIFR
  2

• Is any method to track metrics like loss?

  #88 opened 7 months ago by jialec1909
  1

• benchmark/main.py torch.mean(auc) throws error

  #85 opened 10 months ago by ParthaPratimBanik
  1

• Inconsistency with BOND paper

  #83 opened 10 months ago by CaptainJuice
  6

• Hard to run benchmark scripts directly

  #81 opened 10 months ago by OldPanda
  3

• Unclear if pygod is for supervised outlier detection only

  #79 opened 10 months ago by ogencoglu
  1

• BOND data possible inconsistency

  #70 opened a year ago by realfolkcode
  3

• Degraded performance of ANEMONE and CoLA on weibo dataset

  #71 opened a year ago by nigelnnk
  1

• Problem for CoLA and ANEMONE models.

  #43 opened a year ago by 1017027994zjj
  2

• About node embedding function

  #38 opened a year ago by wubo2180
  3

• LOF model

  #75 opened a year ago by jweihe
  1

• Why DOMINANT model has struct decoder?

  #74 opened a year ago by jweihe
  4

• same parameters but result varys

  #73 opened a year ago by jweihe
  1

• ValueError: Expected more than 1 value per channel when training, got input size torch.Size([1, 64])

  #53 opened a year ago by nbijlani
  1

• Flickr is not consistent with the "Flickr" dataset in pyg

  #48 opened a year ago by goldenNormal
  4

• Add tutorials for hyperparamer tuning

  #19 opened a year ago by INF800
  4

• Implementation of Command-line Interface

  #14 opened a year ago by kayzliu
  1

• Is it possible to use heterogeneous pyg object to find anaomalies?

  #60 opened a year ago by monk1337
  2

• Out of memory

  #72 opened a year ago by aNR0
  1

• 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 opened 2 years ago by 1017027994zjj
  5

• Connection Error when calling pygod.utils.load_data()

  #54 opened 2 years ago by YingtongDou
  1

• A problem about structural reconstruction

  #51 opened 2 years ago by Kaslanarian
  2

• Pygod does not work in a subprocess

  #46 opened 2 years ago by prabhant
  2

• `load_data` error in benchmark

  #39 opened 2 years ago by cshjin
  0

• Add the model saving and loading APIs

  #23 opened 2 years ago by YingtongDou
  1

• how to generate data like inj_cora.pt?

  #37 opened 2 years ago by yzfxmu
  0

• which anomaly detection algorithms are graph-level and which are node-level

  #20 opened 2 years ago by wuchenxi118
  2

• batch operation?

  #16 opened 2 years ago by yzhao062
  2

• Add Average Precision in metric

  #17 opened 2 years ago by YingtongDou
  0

• Add test regarding outlier generation

  #22 opened 2 years ago by yzhao062
  0

• Add tutorial for load the data from other formats

  #25 opened 2 years ago by YingtongDou
  1

• testing for Guide is slow

  #15 opened 2 years ago by yzhao062
  2

• Enable caching of processed graph

  #13 opened 2 years ago by kayzliu
  0

• remove external (non-core-python) library `argparse` as a dependency

  #28 opened 2 years ago by sugatoray
  4

• Enabling different hidden dimension for attribute autoencoder and structure autoencoder

  #29 opened 2 years ago by kayzliu
  1

• Query on Anomaly Prediction and Outlier labels

  #24 opened 2 years ago by nsankar
  7

• OCGNN code issue

  #11 opened 2 years ago by YingtongDou
  1

• GUIDE Bug on Cora dataset

  #12 opened 2 years ago by YingtongDou
  1

• MLPAE bug when set contamination=0.03 during model initialization

  #10 opened 2 years ago by YingtongDou
  1