{"id":15284149,"url":"https://github.com/ieriii/spacy-annotator","last_synced_at":"2025-04-09T11:12:09.413Z","repository":{"id":42127630,"uuid":"260703920","full_name":"ieriii/spacy-annotator","owner":"ieriii","description":"Spacy NER annotator using ipywidgets","archived":false,"fork":false,"pushed_at":"2024-03-25T16:36:55.000Z","size":21738,"stargazers_count":121,"open_issues_count":0,"forks_count":24,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-04-02T10:14:22.510Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ieriii.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2020-05-02T14:25:38.000Z","updated_at":"2025-03-12T15:46:01.000Z","dependencies_parsed_at":"2024-01-13T00:37:48.945Z","dependency_job_id":"2fe28a7a-a774-4c8b-bcac-421b646b0ba8","html_url":"https://github.com/ieriii/spacy-annotator","commit_stats":{"total_commits":101,"total_committers":6,"mean_commits":"16.833333333333332","dds":0.3564356435643564,"last_synced_commit":"a804b686c701dcac20399ef5b44228366fb0a9c8"},"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ieriii%2Fspacy-annotator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ieriii%2Fspacy-annotator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ieriii%2Fspacy-annotator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ieriii%2Fspacy-annotator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ieriii","download_url":"https://codeload.github.com/ieriii/spacy-annotator/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248027411,"owners_count":21035594,"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":"2024-09-30T14:50:07.029Z","updated_at":"2025-04-09T11:12:09.390Z","avatar_url":"https://github.com/ieriii.png","language":"Python","funding_links":[],"categories":["Text"],"sub_categories":["Open source"],"readme":"# spacy-annotator\n\nSpaCy annotator for Named Entity Recognition (NER) using ipywidgets.\nThe annotator allows users to quickly assign (custom) labels to one or more entities in the text, including noisy-prelabelling!   \n\n**Features**:\n\n* The annotator supports pandas dataframe: it adds annotations in a separate 'annotation' column of the dataframe;\n* Why not use transformers to label your data for you? \nIf a model is passed into the annotator, it is used to identify entities and pre-fill the annotator for you.\n* The annotations adhere to spaCy format and are ready to serve as input to a spaCy NER model.   \nNo additional code required!\n\nBlog post: [medium/enrico.alemani/spacy-annotator](https://medium.com/@enrico.alemani/how-to-create-training-data-for-spacy-ner-models-using-ipywidgets-c4aa71bf61a2)\n\n## Installation\n```\npip install spacy-annotator\n```\n\n## Example: annotations using spaCy model \n\nhttps://user-images.githubusercontent.com/31287731/119233291-4079be00-bb20-11eb-8a8d-7ad1436c662b.mov\n\n\n\nFor code, see [spacy_annotator demo](demo/spacy_annotator_demo.ipynb) notebook.\n\n## Contributors\n[dayalstrub-cma](https://github.com/dayalstrub-cma) - Refactored code to class, added displacy visualisation and entity ruler.   \n[LeafmanZ](https://github.com/LeafmanZ) - Added `to_spacy` method.\n\n## Contributing\n\n1. Fork the repo on GitHub;\n2. Clone the project to your own machine;\n3. Commit changes to your own branch; and\n4. Push your work back up to your own fork;\n5. Submit a Pull request so that I can review your changes.\n\n## Dependencies\n\nSpacy-annotator works with SpaCy 3.X, and ipywidgets 7.X.\n\n## References\n\nspacy-annotator is based on [spaCy](https://spacy.io/) and [pigeon](https://github.com/agermanidis/pigeon) (see also [PigeonXT](https://github.com/dennisbakhuis/pigeonXT)).   \nMany thanks to them for making their awesome libraries publicly available. Another interesting project is [Doccano](https://github.com/doccano/doccano).\n\n**Note**:\nspaCy is a great library and, most importantly, free to use. So please also consider using the https://prodi.gy/ annotator to keep supporting the spaCy deveopment.\n\n## Changelog\n2024-03-25: Update ipywidget requirements to \u003e=8","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fieriii%2Fspacy-annotator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fieriii%2Fspacy-annotator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fieriii%2Fspacy-annotator/lists"}