🚀 Quant Strategy Generator & Allocator

This project is an end-to-end automated quant trading pipeline.
It doesn’t just backtest one strategy — it creates, allocates, and evaluates entire portfolios of strategies using AI.

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✨ What It Does

1. Strategy Generation 🧬

   • A custom neural generator (FGEG) invents trading strategies.
   • Instead of a human tweaking indicators, the system learns profitable patterns directly.

2. Capital Allocation 📊

   • A reinforcement learning agent (PPO) decides how much capital each strategy gets.
   • Ensures diversification, risk control, and max returns.

3. Evaluation ✅

   • Final portfolio is stress-tested on unseen market data.
   • Reports total PnL, annualized returns, and drawdowns.

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🖼️ How It Works

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⚡ Quickstart

git clone https://github.com/yourusername/quant-strategy-gen.git
cd quant-strategy-gen
python main.py