{"id":13610526,"url":"https://github.com/ahmetaa/zemberek-nlp","last_synced_at":"2025-05-14T06:12:10.262Z","repository":{"id":8764484,"uuid":"10448161","full_name":"ahmetaa/zemberek-nlp","owner":"ahmetaa","description":"NLP tools for Turkish.","archived":false,"fork":false,"pushed_at":"2025-02-26T19:32:37.000Z","size":54504,"stargazers_count":1213,"open_issues_count":54,"forks_count":212,"subscribers_count":107,"default_branch":"master","last_synced_at":"2025-05-11T12:41:23.324Z","etag":null,"topics":["language","morphology","nlp","turkish","zemberek-nlp"],"latest_commit_sha":null,"homepage":"","language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ahmetaa.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","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,"zenodo":null}},"created_at":"2013-06-03T06:04:14.000Z","updated_at":"2025-05-01T06:13:45.000Z","dependencies_parsed_at":"2024-12-19T00:02:14.460Z","dependency_job_id":"4c968f27-d356-4af7-bdd9-195b94a07d62","html_url":"https://github.com/ahmetaa/zemberek-nlp","commit_stats":{"total_commits":1252,"total_committers":19,"mean_commits":65.89473684210526,"dds":"0.10942492012779548","last_synced_commit":"a9c0f88210dd6a4a1b6152de88d117054a105879"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmetaa%2Fzemberek-nlp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmetaa%2Fzemberek-nlp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmetaa%2Fzemberek-nlp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmetaa%2Fzemberek-nlp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ahmetaa","download_url":"https://codeload.github.com/ahmetaa/zemberek-nlp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254080216,"owners_count":22011348,"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":["language","morphology","nlp","turkish","zemberek-nlp"],"created_at":"2024-08-01T19:01:45.559Z","updated_at":"2025-05-14T06:12:10.219Z","avatar_url":"https://github.com/ahmetaa.png","language":"Java","funding_links":[],"categories":["Java","Tools/Libraries","人工智能","Libraries","Table of Contents"],"sub_categories":["Java","Tools and APIs"],"readme":"Zemberek-NLP\n============\n\n**This project is now in slow maintenance mode.**\n\nZemberek-NLP provides Natural Language Processing tools for Turkish.\n\nLatest version is 0.17.1 (July 23th 2019). [Change Log](CHANGELOG.md)\n\nPlease read the [FAQ](https://github.com/ahmetaa/zemberek-nlp/wiki/FAQ) for common questions.\n\n## Modules\n\n|  Module    | Maven Id |         |\n|------------|----------|---------|\n| [Core](core)                    | zemberek-core           | Special Collections, Hash functions and helpers. |\n| [Morphology](morphology)        | zemberek-morphology     | Turkish morphological analysis, disambiguation and word generation. |\n| [Tokenization](tokenization)    | zemberek-tokenization   | Turkish Tokenization and sentence boundary detection. |\n| [Normalization](normalization)  | zemberek-normalization  | Basic spell checker, word suggestion. Noisy text normalization. |\n| [NER](ner)                      | zemberek-ner            | Turkish Named Entity Recognition. |\n| [Classification](classification)| zemberek-classification | Text classification based on Java port of fastText project. |\n| [Language Identification](lang-id)| zemberek-lang-id      | Fast identification of text language. |\n| [Language Modeling](lm)         | zemberek-lm             | Provides a language model compression algorithm. |\n| [Applications](apps)            | zemberek-apps           | Console applications |\n| [gRPC Server](grpc)             | zemberek-grpc           | gRPC server for access from other languages. |\n| [Examples](examples)            | zemberek-examples       | Usage examples. |\n\n## Usage\n\n### Maven\n\nAdd this to pom.xml file\n\n```xml\n    \u003crepositories\u003e\n        \u003crepository\u003e\n            \u003cid\u003ezemberek-repo\u003c/id\u003e\n            \u003cname\u003ezemberek Maven Repo on Github\u003c/name\u003e\n            \u003curl\u003ehttps://raw.github.com/ahmetaa/maven-repo/master\u003c/url\u003e\n        \u003c/repository\u003e\n    \u003c/repositories\u003e\n```\n\nAnd dependencies (For example morphology):\n\n```xml\n    \u003cdependencies\u003e\n        \u003cdependency\u003e\n            \u003cgroupId\u003ezemberek-nlp\u003c/groupId\u003e\n            \u003cartifactId\u003ezemberek-morphology\u003c/artifactId\u003e\n            \u003cversion\u003e0.17.1\u003c/version\u003e\n        \u003c/dependency\u003e\n    \u003c/dependencies\u003e\n```\n\n### Jar distributions\n\n[Google drive page](https://drive.google.com/#folders/0B9TrB39LQKZWSjNKdVcwWUxxUm8) contains jar files for different versions. \n\n[**zemberek-full.jar**] is a single jar that contains all modules and dependencies.\nWhen it is run directly with \n      \n      java -jar zemberek-full.jar\n\nIt will list available console applications.  \n\n### For Developers \n\n[Here](https://github.com/ahmetaa/zemberek-nlp/wiki/Zemberek-For-Developers) information about \nhow to compile the code and generate jar files from the project is explained. \n\n### Examples\n\nThere is an [examples](examples) module in the code for usage examples.\n\nAlso, there is a separate project with same examples that uses Zemberek-NLP as maven modules: \n[Turkish-nlp-examples](https://github.com/ahmetaa/turkish-nlp-examples)\n\n## Known Issues and Limitations\n- NER module does not provide a model yet.\n- Library is not well-tested for multi-threaded usage.\n\nPlease see issues section for further issues and feel free to create new ones.\n\n## License\nCode is licensed under Apache License, Version 2.0\n\n## Citing\n\nIf you use this project in an academic publication, please refer to this site.\n\n## Acknowledgements\nPlease refer to contributors.txt file.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmetaa%2Fzemberek-nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fahmetaa%2Fzemberek-nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmetaa%2Fzemberek-nlp/lists"}