infinite-dataset-hub/PackageDependencyAnalyzer

--- license: mit tags: - infinite-dataset-hub - synthetic --- # PackageDependencyAnalyzer tags: software engineering, graph neural networks, dependency prediction _Note: This is an AI-generated dataset so its content may be inaccurate or false_ **Dataset Description:** The 'PackageDependencyAnalyzer' dataset comprises of records detailing Linux software packages and their dependencies. Each entry includes information about the package name, a description, and a label indicating the type of dependency relationship (e.g., direct, transitive, etc.). The dataset is designed for use with machine learning models that aim to predict and analyze package dependencies within the Linux ecosystem, facilitating automated package management and system maintenance. **CSV Content Preview:** ```csv package_name,description,label bash,A command language interpreter for Linux,Direct coreutils,A collection of basic utilities for Unix,Direct libc6,The GNU C Library,Transitive nano,A simple text editor for Linux,Direct openssh-client,The client component of the OpenSSH protocol suite,Transitive ``` **Source of the data:** The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'linux': - **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=linux&dataset=PackageDependencyAnalyzer&tags=software+engineering,+graph+neural+networks,+dependency+prediction - **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub许可证：MIT 标签： - 无限数据集中心（infinite-dataset-hub） - 合成数据集 # 包依赖分析器（PackageDependencyAnalyzer） 标签：软件工程、图神经网络（graph neural networks）、依赖预测 *注：本数据集由人工智能生成，内容可能存在不准确或虚假信息* **数据集简介**：包依赖分析器（PackageDependencyAnalyzer）数据集收录了Linux软件包及其依赖关系的相关记录。每条条目包含软件包名称、描述信息，以及用于标注依赖关系类型的标签（如直接依赖、传递依赖等）。本数据集专为预测并分析Linux生态系统中的软件包依赖关系的机器学习模型设计，可有效助力自动化软件包管理与系统维护工作。 **CSV内容预览**： csv package_name,description,label bash,Linux命令语言解释器,直接依赖 coreutils,Unix基础工具集,直接依赖 libc6,GNU C标准库,传递依赖 nano,Linux简易文本编辑器,直接依赖 openssh-client,OpenSSH协议套件的客户端组件,传递依赖 **数据集来源**： 本数据集通过[无限数据集中心（infinite-dataset-hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)与微软（Microsoft）Phi-3-mini-4k-instruct模型，基于查询词“linux”生成： - **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=linux&dataset=PackageDependencyAnalyzer&tags=software+engineering,+graph+neural+networks,+dependency+prediction - **所用模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub