๐ Finance_Data_FELAB๋ ์ฌ๋ฌด ๋ฐ์ดํฐ๋ฅผ ๊ฐ์ ธ์ค๊ธฐ ์ํ ์ฝ๋์
๋๋ค.
Finance Datareader, pykrx, yfinance, Panda-Datareader์ ์ฌ๋ฌ ํจ์๋ฅผ ์ค๋ช
ํ๊ณ ์ฝ๋๋ก ๊ตฌํํ๋ ๋ฐฉ๋ฒ์ ์ค๋ช
ํฉ๋๋ค.
(eng)
Finance_Data_FELab is the code for importing financial data.
Explain how to use several functions of Finance Datareader, pykrx, yfinance, and pandas-datareader and implement them in code.
๐ Optimization_FELAB์ ํฌํธํด๋ฆฌ์ค๋ฅผ ์ต์ ํํ๋ ๋ฐฉ๋ฒ์ ๋ํ ์ฝ๋์
๋๋ค.
์ต์ ํ์ ๊ฐ๋
๊ณผ SLSQP๋ฅผ ์ฌ์ฉํ scipy์ minimize ํจ์๋ฅผ ํตํด ํฌํธํด๋ฆฌ์ค ์ต์ ํ๋ฅผ ๊ตฌํํฉ๋๋ค.
(eng)
Optimization_FELab is code for how to optimize your portfolio.
Implement portfolio optimization through the concept of optimization and scipy's minimization function using SLSQP.
์ด ์ฝ๋๋ 2023๋
๋ ์ ๋ถ(๊ณผํ๊ธฐ์ ์ ๋ณดํต์ ๋ถ)์ ์ฌ์์ผ๋ก ์ ๋ณดํต์ ๊ธฐํํ๊ฐ์์ ์ง์์ ๋ฐ์ ์ํ๋ ์ฐ๊ตฌ์ (No.RS-2022-00155911, ์ธ๊ณต์ง๋ฅ์ตํฉํ์ ์ธ์ฌ์์ฑ(๊ฒฝํฌ๋ํ๊ต))
(eng)
This work was supported by Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government(MSIT) (No.RS-2022-00155911, Artificial Intelligence Convergence Innovation Human Resources Development (Kyung Hee University))
Chanig Gi Son
Master's student, Financial Engineering Lab, Department of Big Data Analytics, Graduate School, Kyung Hee University
[Advisor] Jang Ho Kim, Ph.D.
Associate professor, Department of Industrial and Management Systems Engineering, College of Engineering, Kyung Hee University