PyTorch library for recommender systems
Project description
FreeRec is a personal repository designed for fast data pre-processing and model training. I am a beginner in the field of recommender systems, so much of FreeRec's design may not be as effective. In addition, you are free to specify your own framework based on FreeRec.
Requirements:
Python == 3.9 | PyTorch == 1.12.1 | TorchData == 0.4.1 | PyG
Installation
pip install freerec
or (for latest)
pip install git+https://github.com/MTandHJ/freerec.git
Reference Code
- TorchRec: https://github.com/pytorch/torchrec
- DeepCTR-Torch: https://github.com/shenweichen/DeepCTR-Torch
- FuxiCTR: https://github.com/xue-pai/FuxiCTR
- BARS: https://github.com/openbenchmark/BARS
Acknowledgements
Thanks to ChatGPT for the annotation of some code. For this reason, some of the comments may be illogical.
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