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hao-li/AIDev

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Hugging Face2025-11-05 更新2025-10-25 收录
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https://hf-mirror.com/datasets/hao-li/AIDev
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资源简介:
AIDev是一个关于GitHub上自主编码代理(AI队友)的大型数据集,包含了近100万个pull requests,跨越了11万多个仓库,涉及了5个AI编码代理和7万多名人类开发者。数据集分为多个部分,包括all_pull_request、all_repository、all_user等,每个部分都有对应的CSV文件,可以通过统一的关键字进行关联。数据集还包括了一个名为AIDev-pop的子集,它包含了拥有超过100颗星的仓库的数据。数据集的更新情况以及如何加载和使用数据集也在README中有详细说明。

AIDev is a large-scale dataset capturing the emergence of autonomous coding agents (AI teammates) within real-world open-source software engineering. It spans nearly 1 million pull requests across 116,000+ repositories, authored by five AI coding agents: OpenAI Codex, Devin, GitHub Copilot, Cursor, and Claude Code, and involving 72,000+ human developers. The dataset is divided into multiple parts, including all_pull_request, all_repository, all_user, etc., each with corresponding CSV files that can be linked through consistent keys. A subset named AIDev-pop is also included, containing data from repositories with over 100 stars. The README provides detailed information on the datasets updates, how to load and use the dataset, and example notebooks for data analysis.
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