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🦀 ClawHub

Quant System 5steps

by @pikachu022700

5-Step Quant Trading System with multi-source data, enhanced ML models, and 15+ strategy templates

Versionv1.1.0
Downloads633
#legal#gaming
TERMINAL
clawhub install quant-system-5steps

📖 About This Skill

name: quant-system-5steps description: 5-Step Quant Trading System with multi-source data, enhanced ML models, and 15+ strategy templates metadata: clawdbot: emoji: "📊" homepage: "https://clawhub.com/quant-system-5steps" os: ["darwin", "linux", "win32"]

📊 Quant System 5-Steps

🚀 5步量化交易系统 (增强版)

| 步骤 | 功能 | 改进 | |------|------|------| | 1️⃣ | 数据收集 | 多数据源 (Hyperliquid + Binance) | | 2️⃣ | 数据分析 | 30+ 技术指标 | | 3️⃣ | 模型构建 | 50特征 + 改进参数 | | 4️⃣ | 策略生成 | 15+ 策略模板 | | 5️⃣ | 回测优化 | 绩效评估 |

📦 数据源

  • Hyperliquid - 实时价格
  • Binance - 备份价格 + 订单簿

    • 🤖 策略模板 (15个)

    基础:

  • momentum
  • mean_reversion
  • breakout
  • macd_cross

    • 增强:

  • supertrend
  • ichimoku
  • adx_trend
  • vwap_reversion
  • stochastic_rsi
  • volume_profile
  • cci_extreme
  • williams_r
  • fibonacci_retrace
  • omendation_divergence

    • 🎯 模型改进

  • 特征数: 30 → 50
  • 决策树: 100 → 200
  • 学习率: 0.1 → 0.05
  • 正则化: 添加L1/L2
  • 交叉验证: 支持

    • 💰 Pricing

  • 免费 (待集成Billing)

    • Usage

    from quant_pipeline import QuantSystem5Steps
    system = QuantSystem5Steps()
result = system.run("BTCUSDT")

    💡 Examples

    from quant_pipeline import QuantSystem5Steps
    system = QuantSystem5Steps()
result = system.run("BTCUSDT")