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💡 [FEATURE] - Portfolio Optimization Using Genetic Algorithms #1599

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ashis2004 opened this issue Jul 15, 2024 · 2 comments
Open
3 tasks done

💡 [FEATURE] - Portfolio Optimization Using Genetic Algorithms #1599

ashis2004 opened this issue Jul 15, 2024 · 2 comments
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@ashis2004
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Idea Contribution

  • I have read all the feature request issues.
  • I'm interested in working on this issue
  • I'm part of GSSOC organization

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

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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! 😊

@github-actions github-actions bot added the gssoc label Jul 15, 2024
@ashis2004
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@jfmartinz pls assign it me I want to work on it

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