{"repo":"imsatoshi/GeneTrader","free":true,"listed":false,"github":"https://github.com/imsatoshi/GeneTrader","clone":"git clone https://github.com/imsatoshi/GeneTrader.git","description":"Genetic Algorithm Optimization for Trading Strategies","language":"Python","stars":199,"topics":["freqtrade","freqtrade-strategies","genetic-algorithm","strategies","strategy"],"license":"MIT","category":"trading","readme_excerpt":"Genetic Algorithm for Trading Strategy Optimization deepwiki Background and Objective Automated trading strategies face challenges in optimizing performance due to chaotic and non-stationary market dynamics. This project implements a Genetic Algorithm (GA) to optimize trading strategy parameters and trading pair selection, offering a more robust and adaptive solution compared to conventional methods. By integrating GA with the Freqtrade framework, I aim to: - Enhance trading performance through hyperparameter optimization. - Automate strategy evaluation and ranking across large parameter spaces. - Provide an efficient and configurable optimization workflow for traders. Scope: this project searches for strategy parameters and reports what it finds. It does not place trades and does not deploy anything to a live bot — taking a candidate to production is a manual step outside this repository. This project leverage GA to explore parameter spaces and improve profitability. This project implements a genetic algorithm to optimize trading strategy parameters and trading pair selection. It supports multi-process parallel computation, dynamic generation of strategies, and saving the best strategy from each generation. Features - Genetic algorithm optimization for trading strategies - Optimization of strategy parameters and trading pair selection - Support for setting maximum open trades - Multi-process parallel computation - Dynamic strategy generation and evaluation - Saving of best i","default_branch":null,"files":null,"tree":[],"storefront":"/r/imsatoshi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/imsatoshi/GeneTrader/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}