Shuan Chen

PhD Student in KAIST CBE

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Notebook

Step-by-step software setup tutorial

Connect linux server to Jupyter Notebook
Build your own github webpage with Hexo
Share your ML models on website with Django

GitHub

Must-know commands
LICENSE
PyPI release

Python tips

Five useful python functions
Decorator

Awesome python pacakges

Regular Expression
Pandas
RDKit
Pytorch
Multi-processing

Machine learning algorithm

Graph neural network (GNN)
Attention mechanism

Monte Carlo (MC)

Monte Carlo Method
Monte Carlo Control
Monte Carlo Tree Search

Research Paper

LocalRetro
LocalTransform
LocalMapper