https://github.com/code-kern-ai/refinery-template-functions

Overview of recurring functions you can use for your projects
https://github.com/code-kern-ai/refinery-template-functions

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Overview of recurring functions you can use for your projects

• Host: GitHub
• URL: https://github.com/code-kern-ai/refinery-template-functions
• Owner: code-kern-ai
• License: apache-2.0
• Created: 2022-05-20T08:56:07.000Z (almost 3 years ago)
• Default Branch: dev
• Last Pushed: 2022-07-15T14:46:43.000Z (almost 3 years ago)
• Last Synced: 2025-01-07T21:11:36.133Z (4 months ago)
• Size: 121 KB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
![](template-lf.png)

In this repository, you can find sample labeling functions for classification and extraction tasks.

If you like what we're working on, please leave a ⭐ for [refinery](https://github.com/code-kern-ai/refinery)!

## Usage

There are two `README`s:

- [classifier labeling functions](classification/README.md)

- [extraction labeling functions](extraction/README.md)

Depending on your task at hand, please look into the respective `README`.

## About labeling functions

Generally, labeling functions can be:

- Pattern matching, such as in regular expressions

- Third party models, e.g. sentiment classifiers or legacy systems

- Lookups in lists or databases, such as a list of known organizations

- General heuristics, such as grammar checks

- Metadata-based functions, e.g. predicting on the value of other attributes

## Contributing

Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.

If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement". If you know great labeling functions, you can add them there!

And please don't forget to leave a ⭐ if you like the work! 

## License

Distributed under the Apache 2.0 License. See LICENSE.txt for more information.

## Contact

This library is developed and maintained by [kern.ai](https://github.com/code-kern-ai). If you want to provide us with feedback or have some questions, don't hesitate to contact us. We're super happy to help ✌️