gusye1234 LightGCN-PyTorch issues

gusye1234 / LightGCN-PyTorch

The PyTorch implementation of LightGCN

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#46 yotuke opened 1 year ago
1
Amazon Dataset

#45 prejieunt opened 1 year ago
0
A question

#44 primising opened 1 year ago
0
layer 1 results different from paper on Yelp2018

#43 kashif-flask opened 1 year ago
0
add variation of lightgcn

#42 dain5832 closed 1 year ago
0
trustnetwork

#41 wxy015513 opened 1 year ago
0
Bump scipy from 1.3.0 to 1.10.0

#40 dependabot[bot] opened 1 year ago
0
The L2 regularization

#39 gzy02 opened 1 year ago
1
recall and precision

#38 zbt78 opened 1 year ago
0
BPR loss sigmoid vs softplus

#37 YuZhang10 opened 1 year ago
2
Removing change base directory

#36 hozRifai closed 1 year ago
0
changing user local path of the repo

#35 hozRifai closed 1 year ago
1
Adjacency graph taking too long to generate

#34 nicksukie opened 1 year ago
0
About Layer Weights αk

#33 lbdbj opened 1 year ago
1
When loading trained model

#32 theheavystone opened 1 year ago
1
Numpy not installed error when running main.py

#31 shahjaidev opened 2 years ago
3
Implementation of BPR loss, softplus is different from logsigmoid

#30 shahjaidev closed 2 years ago
0
Bump numpy from 1.16.4 to 1.22.0

#29 dependabot[bot] closed 2 years ago
0
Data set

#28 jl63 opened 2 years ago
1
LightGCN-L1-L

#27 liushifu12138 opened 2 years ago
0
αK

#26 liushifu12138 closed 2 years ago
1
Hi! Can I use word embeddings for pretrained user&item weight?

#25 PeaXCD opened 2 years ago
1
Hello, an issue about the forward function

#24 Yukayo closed 2 years ago
1
Hi，an issue about th hyper-parameter alpha

#23 tbontbiaq closed 2 years ago
1
An error when running on amazon-book

#22 xiransong closed 2 years ago
5
How to inference on users without any interactions?

#21 Chunger-Lo opened 2 years ago
0
Normalized coefficient pui during neighborhood aggregation operation is not symmetric normalization in NGCF as LightGCN.

#20 gongkaiqi opened 2 years ago
0
Why didn't you directly modify the code on NGCF? I did so, but the result was not that ideal.

#19 gongkaiqi opened 2 years ago
1
parameter description issue

#18 hhmy27 opened 3 years ago
0
the results of loss are not the same with yours

#17 lyancynthia opened 3 years ago
1
Which software can automatic produce the pybind code for a C++ code?

#16 YZYT closed 3 years ago
1
RAM problem while generating adjacency matrix

#15 kontrabas380 closed 3 years ago
3
Cannot generate sparse matrix for amazon-book dataset

#14 dongliangcao opened 3 years ago
2
Lack of validation data

#13 weihua916 closed 3 years ago
1
The program report "Floating point exception (core dumped)" when run lightGCN on mine dataset

#12 snooker-player closed 3 years ago
2
Looking for detail LastfM dataset

#11 ZsZsZs25 closed 3 years ago
2
The performance gap of this repo w.r.t the orginal paper

#10 bnu-wangxun closed 3 years ago
1
Something wrong with 'amazon-book' dataset

#9 KylinA1 closed 3 years ago
2
error in function

#8 alyxstraysa closed 3 years ago
1
Updated parameters for function call

#7 Tekrus closed 3 years ago
1
the names of dataset 'amazon-book' are not uniform

#6 zfnWong closed 4 years ago
1
Statistics of the datasets

#5 Book1996 closed 4 years ago
4
The implementation of BPR loss is different from that stated in the paper

#4 Dinxin closed 4 years ago
2
Minor changes

#3 fengh16 closed 4 years ago
0
could not find a version torch==1.4.0

#2 gaoweiwei53 closed 4 years ago
1
Graph creation is not scalable

#1 fotol1 closed 4 years ago
1