factor-mining

QuantaAlpha transforms how you discover quantitative alpha factors by combining LLM intelligence with evolutionary strategies. Just describe your research direction, and watch as factors are automatically mined, evolved, and validated through self-evolving trajectories.

Alpha 因子挖掘系统 v3.0 — 模块化自动化因子挖掘平台 (表达式/遗传编程/深度学习三模式, A股+美股, CLI+Streamlit+Notebook)

PandaAI 因子大赛上手与在线挖掘技能：环境体检、登录、字段算子速查、可续跑批量回测与成本折算复盘 · Onboarding and online factor mining for PandaAI

多市场端到端量化因子研究平台——以增量为核心的因子挖掘、防过拟合护栏、风险组合、模拟执行、无人值守运营，可审计、可复现。

基于LLM的量化因子开发Agent

Interpretable quantitative factor mining with genetic programming, NumPy/Pandas, and a Torch GPU panel backend.

⚡ OKX AlphaPilot | 面向 OKX 交易所的全链路 AI 量化交易中枢。基于强化学习（REINFORCE）与 Transformer 自动挖掘 Alpha 因子算子公式，支持多因子组合融合、WebSocket 实时行情/持仓推送、离线OKX AlphaPilot — AI Quant Trading Platform for OKX. Auto Alpha Factor Mining via Reinforcement Learning & Transformer. Supports Multi-Factor Portfolio Fusion, OKX v5 WebSocket Feed, Backtesting & Live Risk-controlled Trading.

MCP Server for WorldQuant Brain alpha factor mining — 世坤 Brain 回测因子 MCP 服务

基于python遗传算法编写的Alpha因子挖掘引擎，无gplearn封装，内置IC,ICIR计算，归一化打分，轻量化变异迭代流水线

H-SPAE AlphaAgent: session-persistent harness for LLM-driven alpha factor mining with memory, resume, context compression, and reproducible artifacts.

LLM-assisted factor discovery with point-in-time evaluation, recoverable campaigns, and reproducible artifacts. | 大语言模型辅助因子挖掘：时点一致评估、可恢复执行与可复现研究文件。

RiQi | A股投研助手。围绕公司材料梳理问题、核对来源并继续追问。An AI research assistant for China A-shares. Powered by ReachRich.

OpenAlpha→qmt factor bridge: tested pipeline from factor expressions to AlphaFactor interface

Honest multi-agent research framework — skill, Python engine, MCP product.

RD-Agent 因子研究 × Stock Agent 賣方分析 — 全自主雙 Agent 量化研究系統 (LLM-driven factor mining + institutional sell-side analysis)

Wiki 增强的 LLM 因子挖掘系统 · 演示视频 — 输入研究方向自动完成挖掘→评估→改进，三槽知识注入 + 三道质量门

Parse, check, and de-duplicate formulaic alpha expressions. Structural novelty against an accepted book, not just standalone IC.

Reproducible crypto factor mining and research system with purged validation, FDR, execution costs, and constrained LLM proposals.

使用符号回归在中国股市与加密市场上进行高效因子挖掘。

22 ready-to-use Agent Skills for quant traders — wrap 63 MCP tools (news radar / causal chain / factor mining / causal inference / K-line forecasting / portfolio optimization) into plain-language workflows. 量化智能体技能集：让不会写提示词的交易员也能用上 Agent 级量化研究能力。