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INCADE

Navigating the Implicit Map: Community-Aware Disentangled Experts for Multi-Modal Knowledge Graph Completion

Dependencies

  • Python==3.9
  • numpy==1.24.2
  • scikit_learn==1.2.2
  • torch==2.4.0
  • dgl = 2.4.0
  • tqdm==4.64.1

Train and Evaluation

nohup python train.py --cuda 0 --lr 0.001 --lambda2 0.05 --lambda1 0.02 --dim 200 --dataset MKG-W --epochs 2000 --group_num 4 --gtype gmm --rgcngraph True > log.txt &

nohup python train.py --cuda 0 --lr 0.001 --lambda2 0.05 --lambda1 0.02 --dim 200 --dataset DB15K --epochs 2000 --group_num 4 --gtype gmm --rgcngraph True > log.txt &