dglai / Graph-Neural-Networks-in-Life-SciencesLinks
☆219Updated 3 years ago
Alternatives and similar repositories for Graph-Neural-Networks-in-Life-Sciences
Users that are interested in Graph-Neural-Networks-in-Life-Sciences are comparing it to the libraries listed below
Sorting:
- A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of…☆246Updated 7 months ago
- A collection of resources for Deep Learning in Python for Life Sciences (with focus on biotech and pharma).☆146Updated 3 months ago
- ☆110Updated 3 years ago
- Cancer Drug Response Prediction via a Hybrid Graph Convolutional Network☆99Updated 2 years ago
- ☆46Updated last year
- MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)☆221Updated 3 years ago
- ☆73Updated 2 years ago
- TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design☆254Updated last year
- Contextual AI models for single-cell protein biology☆96Updated 11 months ago
- Machine Learning for Genomics and Therapeutics Resources (Cell Patterns)☆80Updated 4 years ago
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆138Updated 2 years ago
- Multi-task and masked language model-based protein sequence embedding models.☆104Updated 4 years ago
- Graph Network for protein-protein interface☆120Updated last year
- ☆255Updated last year
- SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks (Scientific Reports)☆65Updated 5 years ago
- The MolE pre-training framework to learn general molecular representations from unlabeled structures☆12Updated 7 months ago
- ☆69Updated 3 years ago
- Modelling the Language of Life - Deep Learning Protein Sequences☆122Updated 5 years ago
- Using Transformer protein embeddings with a linear attention mechanism to make SOTA de-novo predictions for the subcellular location of p…☆75Updated 2 years ago
- This is the repository for PIPR. This repository contains the source code and links to some datasets used in the ISMB/ECCB-2019 paper "Mu…☆107Updated 3 years ago
- benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, p…☆142Updated 6 months ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆83Updated 3 years ago
- ALL Molecular ML papers from ICLR'25.☆44Updated 10 months ago
- Deep functional residue identification☆343Updated 2 years ago
- Toolbox - generic utilities for data processing (e.g., parsing, proximity, guild scoring, etc...)☆113Updated 3 years ago
- MolMapNet: An Efficient ConvNet with Knowledge-based Molecular Represenations for Molecular Deep Learning☆143Updated 2 months ago
- The official code implementation for DREAMwalk in Python.☆29Updated 2 years ago
- ☆92Updated 2 years ago
- Repository for mRNA Paper and CodonBERT publication.☆141Updated last year
- GraphDTA: Predicting drug-target binding affinity with graph neural networks☆291Updated 4 years ago