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量化系统核心逻辑

市场状态驱动的多策略量化交易框架(非单策略)

详见 docs/CORE_LOGIC.mdsrc/quant_core/ 实现。

ETH 校准记忆(walk-forward / smart flow):docs/ETH_WALKFORWARD_CALIBRATION.md

快速开始

cd ~/quant-system-core-logic
uv sync --extra dev
uv run pytest -q
uv run quant-run

# ETH 真实数据评估
uv sync --extra eval
uv run python scripts/run_eth_evaluation.py          # 21d 快评
uv run python scripts/run_eth_walkforward_report.py  # 全历史 8 场景报告

模块映射

规格章节 代码模块
① 市场状态识别 quant_core/regime/engine.py
② 策略自动切换 quant_core/strategies/
③ 多因子评分 quant_core/scoring/factor_scorer.py
③b Meta-Label 二阶段 quant_core/validation/meta_labeling.py
④ 资金管理 quant_core/portfolio/
⑤ 风控系统 quant_core/risk/guard.py
⑤b 心理/情绪过滤 quant_core/psychology/filter.py
⑥ 执行流程 quant_core/pipeline/executor.py (15 步)
⑦ OFI / 做市 / 反 spoofing quant_core/orderbook/
⑧ 回测验证 CPCV/DSR/PBO/Holm quant_core/validation/
⑨ 事件回测 + 三重障碍 quant_core/backtest/simulator.py
⑩ 执行层滑点+幂等 quant_core/execution/
⑪ 健康监控 quant_core/monitoring/health.py
⑫ Funding Carry Alpha quant_core/alpha/funding.py
⑬ Smart Flow Alpha quant_core/alpha/smart_flow.py

技术栈

  • Python 3.12 + uv
  • numpy(指标计算)
  • pydantic / pydantic-settings(配置与模型)
  • pytest(单元测试)

知识库

设计已按 docs/KB_ALIGNMENT.md 回查 project/research/ 并落地(ADX 分档、OBI 假突破、funding z-score、风险预算 cheat sheet、机构 circuit breaker)。

Cursor Skill crypto-trading-kb + MCP RAG 用于持续检索更新。

About

Market-regime-driven crypto quant framework — regime engine, multi-factor gating, 3-tier risk control, ETH walk-forward calibration.

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