https://github.com/xiaxin1998/OD-Rec

Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'
https://github.com/xiaxin1998/OD-Rec

Last synced: 11 days ago
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Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'

• Host: GitHub
• URL: https://github.com/xiaxin1998/OD-Rec
• Owner: xiaxin1998
• Created: 2022-04-23T15:17:31.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-03-22T22:23:44.000Z (over 1 year ago)
• Last Synced: 2024-02-26T22:35:13.896Z (4 months ago)
• Language: Python
• Size: 19.3 MB
• Stars: 12
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Lists

• Awesome-Knowledge-Distillation - SIGIR 2022
• awesome-stars - xiaxin1998/OD-Rec - Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation' (Python)

README

        
# OD-Rec

Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'

Paper, saved teacher models and Android Studio Project are available at Dropbox: https://www.dropbox.com/sh/g4mgdaezr8uqgic/AABpUxvY3_407D-0UNuEzOAMa?dl=0

Environments: Python 3.7, Pytorch 1.6.0, Android Studio 11.0.11, Pytorch Mobile.

Codes are based on RecBole (https://github.com/RUCAIBox/RecBole) and Pytorch Mobile Demo (https://github.com/pytorch/android-demo-app)

Steps to run models on Android Studio:

   (1) Run mobile.py to save pytorch model into Android Studio.

   

   (2) Select virtual device in Android Studio. (Google Pixel 2 API 29)