机器学习

1. 策略说明​
本策略仅供学习、研究和回测使用，不构成任何投资建议。市场有风险，投资需谨慎。
​2. 风险提示​

本策略基于历史数据回测，​不保证未来表现。
实际交易中可能受滑点、手续费、流动性等因素影响，导致与回测结果不符。
任何交易决策均需结合个人风险承受能力，建议在模拟账户测试后再考虑实盘。

​3. 责任限制​

开发者及代码提供者不对任何交易损失负责。
使用者需自行承担所有交易风险，并确保理解策略逻辑。

​4. 使用条款​

本策略代码可自由使用，但禁止用于商业用途。
未经授权，不得修改代码后声称原创发布。

​5. 法律声明​
金融市场交易涉及高风险，请在充分了解相关风险后谨慎操作。

Disclaimer​
​1. Strategy Description​
The ​Lorentzian Classification​ strategy is provided for educational, research, and backtesting purposes only and does not constitute investment advice. Trading involves risks; proceed with caution.

​2. Risk Disclosure​

This strategy is based on historical data and ​does not guarantee future performance.
Real trading may be affected by slippage, commissions, liquidity, and other factors, leading to deviations from backtest results.
Any trading decisions should consider personal risk tolerance. Testing on a demo account is strongly recommended before live trading.
​3. Limitation of Liability​

The developer and code provider ​are not responsible for any trading losses.
Users assume all trading risks and must fully understand the strategy logic before implementation.
​4. Terms of Use​

This strategy code is free to use but ​prohibited for commercial purposes.
Unauthorized modification and redistribution as original work is not permitted.
​5. Legal Notice​
Financial market trading carries significant risks. Ensure full awareness of associated risks before engaging in any transactions.

​📌 Important Notice: It is strongly advised to test the strategy on a demo account for at least 3 months before live trading and to strictly manage position sizing.

(Customize as needed and include in strategy description or chart notes.)