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Develop trading algorithms and backtesting system#2

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brandononchain wants to merge 1 commit intomainfrom
cursor/develop-trading-algorithms-and-backtesting-system-4987
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Develop trading algorithms and backtesting system#2
brandononchain wants to merge 1 commit intomainfrom
cursor/develop-trading-algorithms-and-backtesting-system-4987

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@brandononchain
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Introduce a comprehensive trading system with advanced strategies, an enhanced backtesting engine, portfolio management, and optimization to fulfill the user's request for more algorithms and backtesting.

This PR significantly expands the repository's capabilities, transforming it into an end-to-end platform for quantitative finance research. It integrates advanced trading agents (Momentum, Pairs, Volatility), a robust backtesting engine with realistic market conditions, multi-strategy portfolio management, and a framework for strategy optimization and risk analysis.


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Update README with detailed structure, features, and tech stack. Add Momentum, Pairs Trading, Volatility, and other strategy agents. Improve backtesting engine and add visualization utilities.

Co-authored-by: brandononchain <brandononchain@gmail.com>
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cursor bot commented Sep 17, 2025

Cursor Agent can help with this pull request. Just @cursor in comments and I'll start working on changes in this branch.
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