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项目作者： SamuelMidgley

项目描述 ：
Two matrix factorisation methods to solve drug-target interaction problem
高级语言： Jupyter Notebook
项目地址: git://github.com/SamuelMidgley/RecSys-for-DTI.git
创建时间： 2021-06-30T18:42:21Z
项目社区：https://github.com/SamuelMidgley/RecSys-for-DTI
开源协议：
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Matrix Factorisation for Drug-Target Interactions

Code is part of a group project for a task set by AstraZeneca

Includes two models:

  • Base Matrix Factorisation which is the standard matrix factorisation model using stochastic gradient descent
  • Matrix Factorisation with similarity matrices, which uses the chemical similarites of the drugs and targets to better approximate a drug-target interaction

Institution: University of Sheffield

Project Supervisors: Haiping Lu and Peizhen Bai