qlib
Qlib is an AI-oriented quantitative investment platform supporting multiple machine learning paradigms.
- Region
- Overseas
- Pricing
- Free
- Open source
- Yes
- GitHub Stars
- ★ 44.0k
- Source
- GitHub
- Added
- 2026-06-05
- Last verified
- 2026-06-05
Overview
Qlib is an AI-driven quantitative investment platform designed to empower quantitative research through AI technologies, from idea exploration to production deployment. It supports various machine learning paradigms including supervised learning, market dynamics modeling, and reinforcement learning, and integrates RD-Agent to automate the R&D process. The platform is suitable for researchers and developers aiming to leverage advanced AI techniques to enhance the efficiency of investment strategies.
Key features
- ▪Supports multiple machine learning paradigms
- ▪Integrated RD-Agent for automated R&D
- ▪Empowers the entire quantitative research workflow
- ▪Provides tools for quantitative factor mining
Use cases
Pros
- ＋Diverse machine learning support
- ＋Automated R&D workflow
- ＋Strong factor mining capabilities
- ＋Flexible application scenarios
Limitations / notes
- －Requires some programming background
- －Has certain hardware requirements
Who it's for
This overview was compiled by AI from public sources and may contain inaccuracies — please refer to the official site.
FAQ
Which operating systems does Qlib support?
Qlib supports Linux, Windows, and macOS.
How do I use RD-Agent?
Visit the RD-Agent project page on GitHub for detailed information.
Similar agents
ai-data-science-team
An AI-powered data science team that helps you complete common data science tasks faster.
llm_wiki
LLM Wiki is a cross-platform desktop application that automatically transforms documents into organized, interlinked knowledge bases.
ai-berkshire
An AI-powered multi-agent parallel research framework providing professional-grade investment decision support.
go-stock
An AI stock analysis tool based on large language models, supporting A-shares, Hong Kong stocks, and U.S. stocks.
chartbrew
An open-source reporting platform that enables building and sharing real-time dashboards from APIs and databases.
MiroFish
A simple and versatile swarm intelligence engine for predicting various events.
Something wrong? Let us know on the About page and we'll fix it.