https://github.com/rucaibox/ckd-mdsr

https://github.com/rucaibox/ckd-mdsr

Last synced: 26 days ago
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• Host: GitHub
• URL: https://github.com/rucaibox/ckd-mdsr
• Owner: RUCAIBox
• License: mit
• Created: 2024-10-07T15:52:27.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-11-06T19:58:10.000Z (11 months ago)
• Last Synced: 2024-11-06T20:34:50.738Z (11 months ago)
• Language: Python
• Size: 1.93 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# CKD-MDSR

## Overview

we propose **CKD-MDSR**, which stands for **C**urriculum-scheduled **K**nowledge **D**istillation from multiple pre-trained teachers for **M**ulti-**D**omain **S**equential **R**ecommendation. Aiming to selectively integrate the informative knowledge distilled from various PRMs into a student model.

![](asset/model.png)

## Requirements

```

recbole>=1.1.1

python>=3.9.7

cudatoolkit>=11.3.1

pytorch>=1.11.0

numpy>=1.21.6

cupy>=11.6.0

tqdm>=4.64.1

```

## Contact

If you have any question, you can raise an issue or email Wenqi Sun (wenqisun@ruc.edu.cn). We will reply you soon.