Side-Projects (Cont.)

A list of side projects shared by POLab members.

Contents

• Operation-Research
• Scheduling
• Data-Envelopment-Analysis
• Data-Science
• Metaheuristic-Algorithms
• Other

Operation-Research

Owner	Repo	Language	Description	Website
@wurmen	Gurobi-Python		Learning how to use Gurobi solver with Python for optimization problems in operation research field (作業研究/運籌學)	-
-	-	-	-	-

Scheduling

Owner	Repo	Language	Description	Website
@wurmen	Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II		Learning how to implement GA and NSGA-II for job shop scheduling problem with Python	-
@wurmen	Flow-Shop-Scheduling-Based-On-Reinforcement-Learning-Algorithm		RL for flow shop scheduling	-
@ChinYiTseng	IMS/GA_Application_Job_Shop_Problem		Genetic Alforithm for Job Shop Scheduling Problem using MATLAB	-
-	-	-	-	-

Data-Envelopment-Analysis

Owner	Repo	Language	Description	Website
@wurmen	DEA		Data Envelopment Analysis 資料包絡分析	-
-	-	-	-	-

Data-Science

Owner	Repo	Language	Description	Website
@skydome20	R-Notes		R language notes (in Mandarin)	🎈
@skydome20	crawler_CIA_CREST		R-crawler for parsing CIA website (CREST)	-
@Allan	R_programming		R programming for data mining	🎈
@Jeff	-		半導體製造資料分析(Data Analysis in Semiconductor Manufacturing)	🎈
@James	-		缺陷鋼板分類資料分析(Data Analysis in Faulty Steel Plates Classification)	🎈
@James	-		R programming for statistical methods	🎈
-	-	-	-	-

Metaheuristic-Algorithms

Owner	Repo	Language	Description	Website
@ChinYiTseng	IMS		Metaheuristic algorithm programming tutorials using MATLAB	-
-	-	-	-	-

Other

Owner	Repo	Language	Description	Website
@skydome20	RL-for-Gym		RL for OpenAI Gym
-	-	-	-	-