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FinanceData-Optimization

ํŒŒ์ผ ์„ค๋ช…

๐Ÿ“ƒ Finance_Data_FELAB๋Š” ์žฌ๋ฌด ๋ฐ์ดํ„ฐ๋ฅผ ๊ฐ€์ ธ์˜ค๊ธฐ ์œ„ํ•œ ์ฝ”๋“œ์ž…๋‹ˆ๋‹ค.
Finance Datareader, pykrx, yfinance, Panda-Datareader์˜ ์—ฌ๋Ÿฌ ํ•จ์ˆ˜๋ฅผ ์„ค๋ช…ํ•˜๊ณ  ์ฝ”๋“œ๋กœ ๊ตฌํ˜„ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.

(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.


๐Ÿ“ƒ Optimization_FELAB์€ ํฌํŠธํด๋ฆฌ์˜ค๋ฅผ ์ตœ์ ํ™”ํ•˜๋Š” ๋ฐฉ๋ฒ•์— ๋Œ€ํ•œ ์ฝ”๋“œ์ž…๋‹ˆ๋‹ค.
์ตœ์ ํ™”์˜ ๊ฐœ๋…๊ณผ SLSQP๋ฅผ ์‚ฌ์šฉํ•œ scipy์˜ minimize ํ•จ์ˆ˜๋ฅผ ํ†ตํ•ด ํฌํŠธํด๋ฆฌ์˜ค ์ตœ์ ํ™”๋ฅผ ๊ตฌํ˜„ํ•ฉ๋‹ˆ๋‹ค.

(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.



์‚ฌ์‚ฌ ํ‘œ๊ธฐ

์ด ์ฝ”๋“œ๋Š” 2023๋…„๋„ ์ •๋ถ€(๊ณผํ•™๊ธฐ์ˆ ์ •๋ณดํ†ต์‹ ๋ถ€)์˜ ์žฌ์›์œผ๋กœ ์ •๋ณดํ†ต์‹ ๊ธฐํšํ‰๊ฐ€์›์˜ ์ง€์›์„ ๋ฐ›์•„ ์ˆ˜ํ–‰๋œ ์—ฐ๊ตฌ์ž„ (No.RS-2022-00155911, ์ธ๊ณต์ง€๋Šฅ์œตํ•ฉํ˜์‹ ์ธ์žฌ์–‘์„ฑ(๊ฒฝํฌ๋Œ€ํ•™๊ต))


(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))



์ž‘์„ฑ์ž

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

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Code for importing financial data & Simplified portfolio optimization

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