polypharmacy · GitHub Topics

#计算机科学#A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

深度学习 PyTorch deep-chemistry graph-neural-network drug drug-pair polypharmacy drug-discovery pharma drug-interaction Chemistry biology 机器学习 torch geometric-deep-learning geometry

Python 743

2 年前

AstraZeneca / awesome-drug-pair-scoring

#计算机科学#Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

deep-chemistry Chemistry polypharmacy 深度学习机器学习 relational-learning drug gcn gnn knowledge-graph graph-neural-network

3 年前

NYXFLOWER / TIP

#计算机科学#TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

gcn pytorch-implementation polypharmacy protein drug graph-embedding graph-representation-learning 深度学习 nerual-network knowledge-graph graph-neural-network PyTorch

Python 24

3 年前

amanzadi / MS_Thesis

Application of Graph Neural Networks in accurate prediction of polypharmacy side effects.

drug-discovery polypharmacy

Jupyter Notebook 4

3 年前

kartik1365 / Side-Effect-Prediction

#计算机科学#Polypharmacy is a serious problem in this rapidly developing medical world where there are more types of medicines then the types of diseases. Due to this people are taking a lot of medicines together...

深度学习 gnn graph-neural-network polypharmacy

Jupyter Notebook 2

3 年前

UDikaB / Montfort_DataTrek

My first repository on GitHub

polypharmacy mental-health

3 年前

Thom-J-H / polypharmacy_usa

cdc polypharmacy tidyverse ggplot2 R

R 0

3 年前

amanzadi / PSE

#计算机科学#An easy-to-use Deep Learning tool for Polypharmacy Side Effect prediction.

Bioinformatics 深度学习 drug-discovery graph-neural-networks polypharmacy drug-pair gcn

Jupyter Notebook 0

2 年前