license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
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
