jfmartinz / ResourceHub

ResourceHub is an open-source project that serves as a one-stop repository of valuable resources curated by the amazing contributors in the community🚀
https://resourcehubdev.vercel.app/
MIT License
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💡 [FEATURE] - Portfolio Optimization Using Genetic Algorithms #1599

Open ashis2004 opened 1 month ago

ashis2004 commented 1 month ago

Idea Contribution

Explain feature request

implements portfolio optimization using genetic algorithms to find the optimal asset allocation that maximizes returns and minimizes risk.

Explain your solution

Data Collection: Gather historical price data for a set of assets. Data Preprocessing: Clean and prepare the data for analysis. Feature Engineering: Calculate returns, volatility, and correlations. Genetic Algorithm Implementation: Develop and apply a genetic algorithm to optimize the portfolio. Evaluation: Assess the performance of the optimized portfolio.

Any alternative approaches/features

No response

Additional Context

No response

github-actions[bot] commented 1 month ago

Thank you for raising this issue! We'll look into it as soon as possible. Please ensure that the issue is not duplicate, and you read CONTRIBUUTING.md carefully. Your contributions are highly appreciated! 😊

ashis2004 commented 1 month ago

@jfmartinz pls assign it me I want to work on it