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DataLinter

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

License Tests Build Status codecov code style: runic Documentation

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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 for information on configuring, running and integrating the linters.

Integrations

Integrations are available for RStudio and IPython notebooks.

Lint Catalog

DataLinter ships with 23 built-in linters. Description available here.

License

This code has an MIT license.

Reporting Bugs

Please file an issue to report a bug or request a feature.

References

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

[2] A data linter written by Google

Acknowledgements

The initial version of DataLinter was fully inspired by this work written by Google brain research.

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Linting tools for ML workflows, data, code

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