microsoft/RD-Agent
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report
This tool automates complex data science and quantitative finance tasks. You provide raw data and problem statements, and it generates refined data analyses, machine learning models, and potentially even algorithmic trading strategies. It's designed for data scientists, quantitative analysts, and researchers who work with large datasets and need to quickly develop high-performing models or strategies.
11,731 stars. Actively maintained with 13 commits in the last 30 days.
Use this if you need to rapidly develop and evaluate machine learning models or quantitative trading strategies, especially for Kaggle-like competitions or financial market analysis, and want to automate significant portions of the R&D process.
Not ideal if you prefer manual, step-by-step control over every aspect of your data analysis or model development, or if your tasks don't involve complex data-driven R&D.
Stars
11,731
Forks
1,354
Language
Python
License
MIT
Category
Last pushed
Mar 13, 2026
Commits (30d)
13
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