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Akshat111111 / Hedging-of-Financial-Derivatives

This strategy works for every market condition irrespective of the movement
BSD 3-Clause "New" or "Revised" License
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💡[FEATURE]: Blockchain_and_Cryptocurrency_Investment_Strategies using Genetic Algorithm #533

Open ashis2004 opened 1 month ago

ashis2004 commented 1 month ago

Is your feature request related to a problem? Please describe. Develop and backtest investment strategies for cryptocurrencies using genetic algorithms and machine learning.

Describe the solution you'd like Load and Prepare Data: Load the synthetic dataset, create features and labels, and split into training and testing sets. Define Genetic Algorithm Components: Implement the fitness function, initialization, selection, crossover, and mutation functions. Implement Genetic Algorithm: Run the genetic algorithm to find the optimal parameters. Investment Strategy: Use the optimized model to make buy/sell decisions based on predicted prices.

Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.

Additional context Add any other context or screenshots about the feature request here.

ashis2004 commented 1 month ago

assign it me @Akshat111111 i'm Gssoc'24 contributor