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ylv01/README.md

Hi, I'm ylv 👋

LLMs · Quant Research · Automation

专注 LLM、量化研究与自动化工具,把想法做成可复现、可运行的开源项目。围绕指数与股指期货,探索机器学习、因子研究和金融数据工程,也会写 Agent 工具、可视化应用和桌面小工具。

GitHub Bilibili Gmail

Tech Stack

方向 技术
Languages Python Rust TypeScript C Sharp C++ Java
ML & Quant LightGBM XGBoost Transformer pandas NumPy scikit-learn
Frontend React Next.js Tailwind CSS ECharts
Backend & Tools FastAPI Node.js .NET SQLite
DevOps GitHub Actions Docker Compose
Quality pytest Ruff mypy

研究兴趣:指数期货 · 因子研究 · 个股排序(Rank) · LightGBM / XGBoost · Transformer · 金融数据工程。

Contribution Report

ylv01 contribution report

有有趣的想法或开源项目?欢迎提 Issue,或通过 邮件 邀请我一起贡献。

Pinned Loading

  1. apache/airflow apache/airflow Public

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    Python 47.2k 18.1k

  2. earendil-works/pi earendil-works/pi Public

    AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

    TypeScript 117k 14.9k

  3. Quantitative-application-of-LightGBM-machine-learning Quantitative-application-of-LightGBM-machine-learning Public

    LightGBM 指数期货方向预测教学项目 本项目是一个用于学习 LightGBM 在量化方向预测中如何落地的完整示例。 项目使用中证1000指数日频数据构建特征,训练 LightGBM 二分类模型预测下一交易日方向,并将预测信号映射到 IM 股指期货当月连续合约的多空持仓回测中。

    Python 9

  4. AI-Quant-Wiki AI-Quant-Wiki Public

    一个中文为主的 AI + 金融工程学习路线知识库

    Python 7