ELCRec

Requirements

• Python >= 3.7
• Pytorch >= 1.2.0
• tqdm == 4.26.0
• faiss-gpu==1.7.1

Quick Start

cd ./src
bash ./scripts/run_sports.sh

ELCRec-Sports_and_Outdoors-1
{'Epoch': 0, 'HIT@5': '0.0286', 'NDCG@5': '0.0185', 'HIT@20': '0.0648', 'NDCG@20': '0.0286'}

bash ./scripts/run_beauty.sh

ELCRec-Beauty-1
{'Epoch': 0, 'HIT@5': '0.0529', 'NDCG@5': '0.0355', 'HIT@20': '0.1079', 'NDCG@20': '0.0509'}

bash ./scripts/run_toys.sh

ELCRec-Toys_and_Games-1
{'Epoch': 0, 'HIT@5': '0.0585', 'NDCG@5': '0.0403', 'HIT@20': '0.1138', 'NDCG@20': '0.0560'}

bash ./scripts/run_yelp.sh

ELCRec-Yelp-1
{'Epoch': 0, 'HIT@5': '0.0236', 'NDCG@5': '0.0150', 'HIT@20': '0.0653', 'NDCG@20': '0.0266'}