Is your feature request related to a problem? Please describe.
This project uses Genetic Algorithms (GA) to optimize the parameters of a trading strategy that uses sentiment scores as indicators for buying or selling assets.
Describe the solution you'd like
Steps
Collect and preprocess sentiment data from social media or news sources.
Define the parameters for optimization (e.g., sentiment threshold, holding period).
Initialize a population of strategies.
Evaluate the fitness of each strategy based on historical price and sentiment data.
Select the best-performing strategies.
Apply crossover and mutation to generate new strategies.
Repeat the process for a defined number of generations.
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.
Is your feature request related to a problem? Please describe. This project uses Genetic Algorithms (GA) to optimize the parameters of a trading strategy that uses sentiment scores as indicators for buying or selling assets.
Describe the solution you'd like
Steps
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.