Alternatives and similar repositories for KG-MTL

Users that are interested in KG-MTL are comparing it to the libraries listed below

• xzenglab / KGNN
  Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"
  ☆90Updated 4 years ago
• Fangyinfff / KCL
  Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]
  ☆90Updated last year
• chenyujie1127 / MUFFIN_publish
  "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".
  ☆13Updated 3 years ago
• isjakewong / MIRACLE
  Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction
  ☆44Updated 3 years ago
• xzenglab / MUFFIN
  ☆25Updated 3 years ago
• YifanDengWHU / DDIMDL
  ☆78Updated last year
• zty2009 / GCN-DNN
  ☆14Updated 5 years ago
• Haiyang-W / DTI-GAT
  Drug-Target Interaction Prediction with GraphAttention networks
  ☆20Updated 5 years ago
• MedicineBiology-AI / EEG-DTI
  An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction
  ☆30Updated 3 years ago
• xzenglab / resources-for-DDIs-prediction-using-DL
  related to graph and deep Learning for drug-drug interactions prediction.
  ☆29Updated 2 years ago
• hehh77 / 3DGT-DDI
  ☆10Updated 3 years ago
• illidanlab / MoCL-DK
  Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge
  ☆41Updated 2 years ago
• microsoft / Drug-Interaction-Research
  ☆91Updated 2 years ago
• zaixizhang / MGSSL
  Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"
  ☆126Updated 2 years ago
• kanz76 / SSI-DDI
  ☆30Updated 4 years ago
• zch42 / BiFusion
  ☆34Updated 4 years ago
• HICAI-ZJU / GS-Meta
  Code and Data for the paper: Graph Sampling-based Meta-Learning for Molecular Property Prediction [IJCAI2023]
  ☆18Updated 2 years ago
• yuanweining / FusionDTA
  ☆21Updated last year
• lihan97 / KPGT
  codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)
  ☆116Updated last year
• HICAI-ZJU / KANO
  Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".
  ☆131Updated last year
• yueyu1030 / SumGNN
  [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…
  ☆87Updated last year
• ShugangZhang / SAG-DTA
  The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.
  ☆11Updated 3 years ago
• Zora-LM / HGAN-DTI
  ☆17Updated 2 years ago
• stardj / PharmHGT
  Repo of pharmacophoric constrained heterogeneous-graph-transformer
  ☆17Updated 2 years ago
• tticoin / DESC_MOL-DDIE
  Implementation of Using Drug Descriptions and Molecular Structures for Drug-Drug Interaction Extraction from Literature
  ☆40Updated 4 years ago
• Zhankun-Xiong / MRCGNN
  Codes, datasets and appendix for AAAI-2023 paper "Multi-relational Contrastive Learning Graph Neural Network for Drug-drug Interaction Ev…
  ☆18Updated 8 months ago
• zhiqiangzhongddu / Awesome-Knowledge-augmented-GML-for-Drug-Discovery
  A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.
  ☆21Updated last year
• jcchan23 / CoMPT
  Code of our IJCAI2021 paper: "Learning Attributed Graph Representation with Communicative Message Passing Transformer"
  ☆40Updated 3 years ago
• Azra3lzz / LaGAT
  ☆17Updated 3 years ago
• SII-ShenggengLin / MDF-SA-DDI
  ☆25Updated last year