Ecosyste.ms: Issues

An open API service for providing issue and pull request metadata for open source projects.

GitHub / pygod-team/pygod issues and pull requests

#113 - Add CARD

Pull Request - State: closed - Opened by Wollents 20 days ago - 4 comments

#112 - add conda

Pull Request - State: closed - Opened by Wollents 20 days ago

#106 - Unable to load graphs

Issue - State: open - Opened by Bobpick 7 months ago - 1 comment

#105 - Update testing-cron.yml

Pull Request - State: closed - Opened by kayzliu 7 months ago - 1 comment

#104 - Reproduced performance is different from the report

Issue - State: open - Opened by trrrrht 7 months ago - 1 comment

#102 - Add DMGD

Pull Request - State: closed - Opened by kayzliu 10 months ago - 2 comments

#101 - loss of GAAN is nan

Issue - State: closed - Opened by AnonymousDataCodeHub 11 months ago - 1 comment

#100 - Add Score Converter Example, fix #84

Pull Request - State: closed - Opened by kayzliu 11 months ago - 1 comment

#99 - Sometimes loss of AdONE becomes 'nan'.

Issue - State: closed - Opened by CooperSunHub 11 months ago - 8 comments

#98 - Edge Features

Issue - State: closed - Opened by raphael-assal 11 months ago - 3 comments

#97 - Add the GADNR model

Pull Request - State: closed - Opened by YingtongDou 12 months ago - 1 comment

#96 - Update dev branch

Pull Request - State: closed - Opened by kayzliu 12 months ago

#93 - Running issues with GAAN (Prediction probabilities are all NANs)

Issue - State: closed - Opened by ZhongLIFR 12 months ago - 2 comments

#92 - Fix #91: ANOMALOUS device missing

Pull Request - State: closed - Opened by kayzliu almost 1 year ago - 1 comment

#91 - The model is not using GPU when I run benchmark/main.py.

Issue - State: closed - Opened by functionendless about 1 year ago - 2 comments
Labels: bug

#89 - Curious about the ANEMONE algorithm

Issue - State: closed - Opened by ZhongLIFR about 1 year ago - 2 comments

#88 - Is any method to track metrics like loss?

Issue - State: closed - Opened by jialec1909 about 1 year ago - 1 comment

#86 - fix torch.mean(auc) and updating model init in utils.py

Pull Request - State: closed - Opened by ParthaPratimBanik over 1 year ago - 1 comment

#85 - benchmark/main.py torch.mean(auc) throws error

Issue - State: closed - Opened by ParthaPratimBanik over 1 year ago - 1 comment

#84 - Edge level anomaly detection

Issue - State: closed - Opened by beruva2017 over 1 year ago - 1 comment
Labels: good first issue, help wanted, question, todo

#83 - Inconsistency with BOND paper

Issue - State: closed - Opened by CaptainJuice over 1 year ago - 6 comments
Labels: bug

#82 - How do you divide the training set and the testing set?

Issue - State: closed - Opened by fatalite1 over 1 year ago - 1 comment

#81 - Hard to run benchmark scripts directly

Issue - State: closed - Opened by OldPanda over 1 year ago - 3 comments
Labels: enhancement, todo

#80 - Fix the typo of attribute name decision_score_

Pull Request - State: closed - Opened by OldPanda over 1 year ago - 1 comment

#79 - Unclear if pygod is for supervised outlier detection only

Issue - State: closed - Opened by ogencoglu over 1 year ago - 1 comment
Labels: question

#77 - major refactor for 0.4.0

Pull Request - State: closed - Opened by kayzliu over 1 year ago - 2 comments

#76 - Simplify requirements

Pull Request - State: closed - Opened by kayzliu over 1 year ago - 1 comment

#75 - LOF model

Issue - State: closed - Opened by jweihe over 1 year ago - 1 comment

#74 - Why DOMINANT model has struct decoder?

Issue - State: closed - Opened by jweihe over 1 year ago - 4 comments

#73 - same parameters but result varys

Issue - State: closed - Opened by jweihe over 1 year ago - 1 comment

#72 - Out of memory

Issue - State: closed - Opened by aNR0 almost 2 years ago - 1 comment

#71 - Degraded performance of ANEMONE and CoLA on weibo dataset

Issue - State: closed - Opened by nigelnnk almost 2 years ago - 1 comment

#70 - BOND data possible inconsistency

Issue - State: closed - Opened by realfolkcode almost 2 years ago - 3 comments

#64 - fix basic_nn.py gcn num_layers

Pull Request - State: closed - Opened by KellyGong almost 2 years ago - 2 comments

#63 - fix basic_nn.py gcn num_layers

Pull Request - State: closed - Opened by KellyGong almost 2 years ago

#60 - Is it possible to use heterogeneous pyg object to find anaomalies?

Issue - State: closed - Opened by monk1337 almost 2 years ago - 2 comments

#54 - Connection Error when calling pygod.utils.load_data()

Issue - State: closed - Opened by YingtongDou about 2 years ago - 1 comment

#51 - A problem about structural reconstruction

Issue - State: closed - Opened by Kaslanarian about 2 years ago - 2 comments

#48 - Flickr is not consistent with the "Flickr" dataset in pyg

Issue - State: closed - Opened by goldenNormal about 2 years ago - 4 comments

#47 - Update for v0.3.1

Pull Request - State: closed - Opened by kayzliu about 2 years ago - 1 comment

#46 - Pygod does not work in a subprocess

Issue - State: closed - Opened by prabhant about 2 years ago - 2 comments

#43 - Problem for CoLA and ANEMONE models.

Issue - State: closed - Opened by 1017027994zjj over 2 years ago - 2 comments

#41 - fix benchmark dataset loading

Pull Request - State: closed - Opened by kayzliu over 2 years ago - 1 comment

#40 - FIX issue #39

Pull Request - State: closed - Opened by cshjin over 2 years ago - 4 comments

#39 - `load_data` error in benchmark

Issue - State: closed - Opened by cshjin over 2 years ago

#38 - About node embedding function

Issue - State: closed - Opened by wubo2180 over 2 years ago - 3 comments
Labels: enhancement

#37 - how to generate data like inj_cora.pt?

Issue - State: closed - Opened by yzfxmu over 2 years ago

#36 - hot fix doc for v0.3.0

Pull Request - State: closed - Opened by kayzliu over 2 years ago - 1 comment

#35 - update for v0.3.0

Pull Request - State: closed - Opened by kayzliu over 2 years ago - 1 comment

#34 - Pre-release PR

Pull Request - State: closed - Opened by kayzliu over 2 years ago - 1 comment

#33 - Add benchmark

Pull Request - State: closed - Opened by kayzliu over 2 years ago - 1 comment

#31 - update for v0.2.0

Pull Request - State: closed - Opened by kayzliu over 2 years ago - 1 comment

#30 - Add conad

Pull Request - State: closed - Opened by zhiming-xu over 2 years ago - 2 comments

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

Issue - State: closed - Opened by sugatoray over 2 years ago - 4 comments

#27 - update from main to dev

Pull Request - State: closed - Opened by kayzliu over 2 years ago

#26 - Support distributed learning and low-precision computation via pytorch lightning

Issue - State: open - Opened by yzhao062 over 2 years ago - 1 comment
Labels: enhancement, good first issue, help wanted

#25 - Add tutorial for load the data from other formats

Issue - State: closed - Opened by YingtongDou over 2 years ago - 1 comment

#24 - Query on Anomaly Prediction and Outlier labels

Issue - State: closed - Opened by nsankar over 2 years ago - 7 comments

#23 - Add the model saving and loading APIs

Issue - State: closed - Opened by YingtongDou over 2 years ago - 1 comment
Labels: todo

#22 - Add test regarding outlier generation

Issue - State: closed - Opened by yzhao062 over 2 years ago
Labels: enhancement

#20 - which anomaly detection algorithms are graph-level and which are node-level

Issue - State: closed - Opened by wuchenxi118 over 2 years ago - 2 comments
Labels: question

#19 - Add tutorials for hyperparamer tuning

Issue - State: closed - Opened by INF800 over 2 years ago - 4 comments

#17 - Add Average Precision in metric

Issue - State: closed - Opened by YingtongDou over 2 years ago
Labels: todo

#16 - batch operation?

Issue - State: closed - Opened by yzhao062 over 2 years ago - 2 comments

#15 - testing for Guide is slow

Issue - State: closed - Opened by yzhao062 over 2 years ago - 2 comments
Labels: enhancement

#14 - Implementation of Command-line Interface

Issue - State: closed - Opened by kayzliu over 2 years ago - 1 comment
Labels: todo

#13 - Enable caching of processed graph

Issue - State: closed - Opened by kayzliu over 2 years ago
Labels: todo

#12 - GUIDE Bug on Cora dataset

Issue - State: closed - Opened by YingtongDou over 2 years ago - 1 comment
Labels: bug

#11 - OCGNN code issue

Issue - State: closed - Opened by YingtongDou over 2 years ago - 1 comment
Labels: bug

#10 - MLPAE bug when set contamination=0.03 during model initialization

Issue - State: closed - Opened by YingtongDou over 2 years ago - 1 comment
Labels: bug

#9 - ONE does not accept negative value

Issue - State: closed - Opened by yzhao062 over 2 years ago - 2 comments

#8 - dependency of models

Issue - State: closed - Opened by yzhao062 over 2 years ago

#7 - ocgnn execution issue

Issue - State: closed - Opened by yzhao062 over 2 years ago - 1 comment

#6 - cola's documentation is incomplete and GCN may be imported

Issue - State: closed - Opened by yzhao062 over 2 years ago - 3 comments

#5 - Drop Pandas dependency

Issue - State: closed - Opened by kayzliu over 2 years ago - 1 comment
Labels: todo

#4 - Update the data in unit test by a smaller synthetic dataset

Issue - State: closed - Opened by yzhao062 over 2 years ago - 1 comment
Labels: enhancement

#3 - data shape issue in anaomalydae

Issue - State: closed - Opened by yzhao062 over 2 years ago - 1 comment

#2 - adone get unexpected keyword argument

Issue - State: closed - Opened by yzhao062 over 2 years ago - 3 comments
Labels: todo

#1 - Dominant model data loading and training problems

Issue - State: closed - Opened by YingtongDou almost 3 years ago - 1 comment