Skip to content
/ DSSM Public

基于movieLen1M数据集的DSSM深度召回实验

18 stars 8 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

busesese/DSSM

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits

ml-1m

ml-1m

 
 

model

model

 
 

DSSM深度召回实践.ipynb

DSSM深度召回实践.ipynb

 
 

README.md

README.md

 
 

itemcf.py

itemcf.py

 
 

model_train.py

model_train.py

 
 

weight_initiallizer.py

weight_initiallizer.py

 
 

Repository files navigation

DSSM深度召回实践

基于movielen-1m数据集的深度召回实践

方案详情

对比方案 ItemCF

方案1:基于0，1标签的随机负采样方案

方案2:基于0，1标签的加权负采样方案

方案3:基于triplet loss的正负样本距离差方案

方案4:基于DSSM loss的正负样本方案

About

基于movieLen1M数据集的DSSM深度召回实验

Topics

dnn recall dssm

Resources

Readme
Activity

Stars

18 stars

Watchers

3 watching

Forks

8 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages