gusye1234/LightGCN-PyTorch

Issues

• feedback

  #46 opened a year ago by yotuke
  1

• Amazon Dataset

  #45 opened a year ago by prejieunt
  0

• When loading trained model

  #32 opened 2 years ago by theheavystone
  1

• A question

  #44 opened a year ago by primising
  0

• The L2 regularization

  #39 opened 2 years ago by gzy02
  1

• layer 1 results different from paper on Yelp2018

  #43 opened a year ago by kashif-flask
  0

• trustnetwork

  #41 opened a year ago by wxy015513
  0

• recall and precision

  #38 opened 2 years ago by zbt78
  0

• About Layer Weights αk

  #33 opened 2 years ago by lbdbj
  1

• BPR loss sigmoid vs softplus

  #37 opened 2 years ago by YuZhang10
  2

• Adjacency graph taking too long to generate

  #34 opened 2 years ago by nicksukie
  0

• Hello, an issue about the forward function

  #24 opened 3 years ago by Yukayo
  1

• An error when running on amazon-book

  #22 opened 2 years ago by xiransong
  5

• Numpy not installed error when running main.py

  #31 opened 2 years ago by shahjaidev
  3

• Cannot generate sparse matrix for amazon-book dataset

  #14 opened 4 years ago by dongliangcao
  2

• Implementation of BPR loss, softplus is different from logsigmoid

  #30 opened 2 years ago by shahjaidev
  0

• Data set

  #28 opened 3 years ago by jl63
  1

• Hi，an issue about th hyper-parameter alpha

  #23 opened 3 years ago by tbontbiaq
  1

• Hi! Can I use word embeddings for pretrained user&item weight?

  #25 opened 3 years ago by PeaXCD
  1

• αK

  #26 opened 3 years ago by liushifu12138
  1

• LightGCN-L1-L

  #27 opened 3 years ago by liushifu12138
  0

• How to inference on users without any interactions?

  #21 opened 3 years ago by Chunger-Lo
  0

• Why didn't you directly modify the code on NGCF? I did so, but the result was not that ideal.

  #19 opened 3 years ago by gongkaiqi
  1

• Normalized coefficient pui during neighborhood aggregation operation is not symmetric normalization in NGCF as LightGCN.

  #20 opened 3 years ago by gongkaiqi
  0

• the results of loss are not the same with yours

  #17 opened 3 years ago by lyancynthia
  1

• parameter description issue

  #18 opened 3 years ago by hhmy27
  0

• The implementation of BPR loss is different from that stated in the paper

  #4 opened 4 years ago by Dinxin
  2

• The program report "Floating point exception (core dumped)" when run lightGCN on mine dataset

  #12 opened 3 years ago by snooker-player
  2

• RAM problem while generating adjacency matrix

  #15 opened 3 years ago by kontrabas380
  3

• Which software can automatic produce the pybind code for a C++ code?

  #16 opened 3 years ago by YZYT
  1

• Lack of validation data

  #13 opened 3 years ago by weihua916
  1

• Looking for detail LastfM dataset

  #11 opened 4 years ago by ZsZsZs25
  2

• The performance gap of this repo w.r.t the orginal paper

  #10 opened 4 years ago by bnu-wangxun
  1

• Something wrong with 'amazon-book' dataset

  #9 opened 4 years ago by KylinA1
  2

• error in function

  #8 opened 4 years ago by alyxstraysa
  1

• the names of dataset 'amazon-book' are not uniform

  #6 opened 4 years ago by zfnWong
  1

• Statistics of the datasets

  #5 opened 4 years ago by Book1996
  4

• could not find a version torch==1.4.0

  #2 opened 4 years ago by gaoweiwei53
  1

• Graph creation is not scalable

  #1 opened 4 years ago by fotol1
  1