用一句话
生成量化策略
告别复杂的编程，只需用自然语言描述你的交易想法， AI 将自动生成可执行的策略代码。No coding required. Describe your strategy in plain language.
def entry_signal(data):
"""AI Generated Strategy / AI生成的策略"""
ma5 = data['close'].rolling(5).mean()
ma20 = data['close'].rolling(20).mean()
# Buy when MA5 crosses above MA20
# 当5日均线上穿20日均线时买入
if ma5.iloc[-1] > ma20.iloc[-1] and \
ma5.iloc[-2] <= ma20.iloc[-2]:
return Signal.BUY
return Signal.HOLD为什么选择 GuShen
结合VeighNa量化框架与DeepSeek大语言模型，打造下一代AI交易平台Combining VeighNa framework with DeepSeek LLM for next-gen AI trading
自然语言策略
Natural Language Strategy
用日常语言描述交易逻辑，AI自动转换为可执行代码
Describe trading logic in plain language, AI converts to executable code
混合决策系统
Hybrid Decision System
规则信号处理确定性逻辑，LLM分析模糊判断
Rule-based signals + LLM analysis for fuzzy judgments
ML Alpha因子
ML Alpha Factors
基于Polars高性能计算，支持Alpha101、Alpha158因子集
High-performance factor computation with Alpha101/158 factor sets
AI决策透明
Transparent AI Decisions
完整的AI思维链展示，了解每个决策背后的逻辑
Full chain-of-thought display for every AI decision
实时风控
Real-time Risk Control
持仓风险、市场风险、策略风险多维度监控
Multi-dimensional risk monitoring: position, market, strategy
多市场支持
Multi-Market Support
A股、期货、期权、海外市场全覆盖
A-shares, futures, options, and international markets
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