dmis-lab / MulinforCPI
MulinforCPI: enhancing precision of compound-protein interaction prediction through novel perspectives on multi-level information integration
☆10Updated 7 months ago
Alternatives and similar repositories for MulinforCPI:
Users that are interested in MulinforCPI are comparing it to the libraries listed below
- Bioinformatics'2022 PerceiverCPI: A nested cross-attention network for compound-protein interaction prediction☆36Updated last year
- ☆11Updated last year
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆99Updated 4 months ago
- Official implementation for AAAI 2022 paper: "GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction".☆19Updated 2 years ago
- ☆31Updated 7 months ago
- ☆46Updated 5 months ago
- K-BERT for molecular property prediction.☆29Updated 2 years ago
- ☆10Updated 2 months ago
- PSICHIC (pronounced Psychic) - PhySIcoCHemICal graph neural network for learning protein-ligand interaction fingerprints from sequence da…☆91Updated 7 months ago
- ☆45Updated last year
- The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.☆11Updated 3 years ago
- ☆26Updated 3 years ago
- [BIB 2023] Official implementation of "R2-DDI: Relation-aware Feature Refinement for Drug-drug Interaction Prediction".☆13Updated 10 months ago
- ☆63Updated 3 years ago
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆115Updated last year
- 小白入门DTA方向,GraphDTA作为经典的DTA模型,对于python基础不好,深度学习代码实操不强者,本github将代码细致的进行注释阐述,旨在记录学习过程,帮助更多入门者尽快入门!☆18Updated last year
- Associated Repository for "Translation between Molecules and Natural Language"☆163Updated last year
- Geometry Deep Learning for Drug Discovery and Life Science☆62Updated 9 months ago
- a novel DTA predition method using graph neural network☆73Updated last year
- ☆66Updated 4 years ago
- Code for AAAI 2024 paper "PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein In…☆26Updated 11 months ago
- ☆18Updated 11 months ago
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)☆52Updated 8 months ago
- GPCNDTA: prediction of drug-target binding affinity through cross-attention networks augmented with graph features and pharmacophores☆17Updated last week
- ☆134Updated last year
- ☆59Updated last year
- [ICLR 2023] "Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules"☆109Updated last year
- A bi-directional attention neural network for compound–protein interaction and binding affinity prediction.☆30Updated 2 years ago
- ☆65Updated 2 months ago
- ☆22Updated last year