alwaysprince05
Aurora is a highly sophisticated, AI-driven quantitative terminal designed to automatically discover, optimize, and evolve trading strategies using Genetic Algorithms. By mirroring the principles of biological evolution—selection, crossover, and mutation—this engine dynamically generates optimized trading parameters (such as moving averages and crossover thresholds) tailored to survive and profit in varying market conditions.
The system features a Professional HFT Trading Dashboard, providing real-time, interactive insights into the evolution process. Experience automated algorithmic discovery at its finest!
- Aurora HFT Dashboard: A sleek, ultra-dark
Binance/Bloomberginspired terminal built with vanilla CSS, glassmorphism UI, and interactive Chart.js graphs. - Dynamic Market Regimes: Simulate your algorithm's survivability against dynamically generated asset prices. Choose between
Random Walk,Bull Market,Bear Market, orHigh Volatilityregimes. - Fully Stochastic Engine: Every evolution run is entirely unique and non-deterministic.
- Robust Fitness Evaluation: Multi-metric performance tracking optimizing for Total Return, Sharpe Ratio, Max Drawdown, Win Rate, and Total Trades.
- Advanced Technical Charts: Visualize your simulated Equity Curve overlaid directly on the underlying Asset Price, complete with vertical index crosshairs for analyzing parameter convergence.
- Clone the Repository
git clone https://github.com/alwaysprince05/Genetic-Algorithm-Strategy-Evolver.git cd Genetic-Algorithm-Strategy-Evolver - Setup Virtual Environment & Install Dependencies
python3 -m venv venv source venv/bin/activate pip install Flask numpy pandas matplotlib - Launch the HFT Terminal
Then open
python app.py
http://localhost:5000in your web browser. The terminal will automatically initialize the first evolutionary sequence on load!