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An end-to-end knowledge graph based method for computational drug repurposing

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EKGDR

EKGDR: An end-to-end knowledge graph based method for computational drug repurposing

Javad Tayebi and Bagher BabaAli

Example to Run the Codes

https://github.com/huangtinglin/Knowledge_Graph_based_Intent_Network

  • python main.py --dataset dkg4rs --splitting_mode 'whole' --evaluation_approach 'deepDR' --gpu_id 0 --dim 128 --n_factors 2
    
  • On colab, simply follow the EKGDR.ipynb notebook.

Dataset

DKG4RS

https://github.com/javadtayebi/DKG4RS

  • Training log for the best performance with DKG4RS dataset, is provided here.

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An end-to-end knowledge graph based method for computational drug repurposing

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