This is the pytorch implementation of paper "CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation"
pip install -r requirements.txt
torch==2.0.1
numpy==1.24.3
pandas==2.0.2
Pillow==9.4.0
python-dateutil==2.8.2
pytz==2023.3
six==1.16.0
torchvision==0.15.2
typing_extensions==4.5.0
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Modify the configuration in settings.py
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Train and evaluate the model using python
main.py. -
The training and evaluation results will be stored in
resultfolder.