{"id":19435731,"url":"https://github.com/code-kern-ai/refinery-template-functions","last_synced_at":"2026-03-19T09:53:07.700Z","repository":{"id":121625122,"uuid":"494391284","full_name":"code-kern-ai/refinery-template-functions","owner":"code-kern-ai","description":"Overview of recurring functions you can use for your projects","archived":false,"fork":false,"pushed_at":"2022-07-15T14:46:43.000Z","size":124,"stargazers_count":1,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"dev","last_synced_at":"2025-01-07T21:11:36.133Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/code-kern-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-05-20T08:56:07.000Z","updated_at":"2022-07-15T14:37:22.000Z","dependencies_parsed_at":null,"dependency_job_id":"59f63f48-f803-4187-9c76-2a44fa5ad264","html_url":"https://github.com/code-kern-ai/refinery-template-functions","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/code-kern-ai%2Frefinery-template-functions","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/code-kern-ai%2Frefinery-template-functions/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/code-kern-ai%2Frefinery-template-functions/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/code-kern-ai%2Frefinery-template-functions/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/code-kern-ai","download_url":"https://codeload.github.com/code-kern-ai/refinery-template-functions/tar.gz/refs/heads/dev","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240619431,"owners_count":19830204,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-10T15:07:48.902Z","updated_at":"2026-03-03T11:33:11.835Z","avatar_url":"https://github.com/code-kern-ai.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"![](template-lf.png)\n\nIn this repository, you can find sample labeling functions for classification and extraction tasks.\n\nIf you like what we're working on, please leave a ⭐ for [refinery](https://github.com/code-kern-ai/refinery)!\n\n## Usage\nThere are two `README`s:\n- [classifier labeling functions](classification/README.md)\n- [extraction labeling functions](extraction/README.md)\n\nDepending on your task at hand, please look into the respective `README`.\n\n## About labeling functions\nGenerally, labeling functions can be:\n- Pattern matching, such as in regular expressions\n- Third party models, e.g. sentiment classifiers or legacy systems\n- Lookups in lists or databases, such as a list of known organizations\n- General heuristics, such as grammar checks\n- Metadata-based functions, e.g. predicting on the value of other attributes\n\n## Contributing\nContributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.\n\nIf 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!\n\nAnd please don't forget to leave a ⭐ if you like the work! \n\n## License\nDistributed under the Apache 2.0 License. See LICENSE.txt for more information.\n\n## Contact\nThis 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 ✌️\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcode-kern-ai%2Frefinery-template-functions","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcode-kern-ai%2Frefinery-template-functions","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcode-kern-ai%2Frefinery-template-functions/lists"}