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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

til

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.

License

This code has an GPLv3 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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