quant-system-5steps

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

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Install skill "quant-system-5steps" with this command: npx skills add pikachu022700/quant-system-5steps

📊 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")

Source Transparency

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quant-system-5steps | V50.AI