https://github.com/zgornel/datalinter

Linting tools for ML workflows, data, code
https://github.com/zgornel/datalinter

code-analysis-tool coding-agent data-science linting

Last synced: 29 days ago
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Linting tools for ML workflows, data, code

• Host: GitHub
• URL: https://github.com/zgornel/datalinter
• Owner: zgornel
• License: mit
• Created: 2024-08-06T17:03:03.000Z (almost 2 years ago)
• Default Branch: master
• Last Pushed: 2026-04-17T13:18:30.000Z (about 1 month ago)
• Last Synced: 2026-04-17T14:21:21.273Z (about 1 month ago)
• Topics: code-analysis-tool, coding-agent, data-science, linting
• Language: Julia
• Homepage:
• Size: 1.01 MB
• Stars: 11
• Watchers: 3
• Forks: 0
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Changelog: NEWS.md
  • License: LICENSE.md

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README

          
# DataLinter

Linting library and tools for machine learning, statistical modelling, data, code.

[![License](http://img.shields.io/badge/license-MIT-brightgreen.svg?style=flat)](LICENSE.md)

[![Tests](https://github.com/zgornel/DataLinter/actions/workflows/test.yml/badge.svg?branch=master)](https://github.com/zgornel/DataLinter/actions/workflows/test.yml?query=branch%3Amaster)

[![Build Status](https://github.com/zgornel/DataLinter/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/zgornel/DataLinter/actions/workflows/ci.yml?query=branch%3Amaster)

[![codecov](https://codecov.io/gh/zgornel/DataLinter/graph/badge.svg?token=GWKJKBZ5FB)](https://codecov.io/gh/zgornel/DataLinter)

[![code style: runic](https://img.shields.io/badge/code_style-%E1%9A%B1%E1%9A%A2%E1%9A%BE%E1%9B%81%E1%9A%B2-black)](https://github.com/fredrikekre/Runic.jl)

[![Documentation](https://img.shields.io/badge/docs-dev-blue.svg)](https://zgornel.github.io/DataLinter/dev)

![til](./gifs/cli.gif)

## Installation

The recommended way to install `DataLinter` is to download the docker image:

```

$ docker pull ghcr.io/zgornel/datalinter-compiled:latest

```

Check out the [documentation](https://zgornel.github.io/DataLinter/dev) for information on configuring, running and integrating the linters.

## Integrations

Integrations are available for [RStudio](https://github.com/zgornel/Rstudio-Addin-DataLinter) and [IPython notebooks](https://github.com/zgornel/Ipython-datalinter).

## Lint Catalog

DataLinter ships with **23 built-in linters**. Description available [here](https://zgornel.github.io/DataLinter/dev/linters_config/).

## License

This code has an MIT license.

## Reporting Bugs

Please [file an issue](https://github.com/zgornel/DataLinter/issues/new) to report a bug or request a feature.

## References

[1] https://en.wikipedia.org/wiki/Lint_(software)

[2] A [data linter](https://github.com/brain-research/data-linter) written by Google

## Acknowledgements

The initial version of DataLinter was fully inspired by [this work](https://github.com/brain-research/data-linter) written by Google brain research.