LIRDRec

Source code for LIRDRec is located at src/models/lirdrec.py.

Dependencies

The script has been tested running under Python 3.7.11, with the following packages installed (along with their dependencies):

• torch: 1.11.0+cu113
• pandas: 1.3.5
• pyyaml: 6.0
• numpy: 1.21.5
• scipy: 1.7.3
• sentence-transformers: 2.2.0

Datasets

• The model is based on MMRec. Please refer to the datasets used in the MMRec framework on GitHub.

How to run

1. Put your downloaded data (e.g. baby) under data dir.
2. Enter src folder and run with:
   python main.py -m lirdrec -d baby
   You may specify other parameters in CMD or config with configs/model/LIRDRec.yaml and configs/dataset/*.yaml. For reproducibility, model settings are specified in configs/model/LIRDRec.yaml.