{"id":13744675,"url":"https://github.com/singnet/nlp-services","last_synced_at":"2025-05-09T03:33:13.530Z","repository":{"id":40985613,"uuid":"144041200","full_name":"singnet/nlp-services","owner":"singnet","description":"SingularityNET services for understanding or manipulating natural language","archived":false,"fork":false,"pushed_at":"2022-12-27T15:38:11.000Z","size":94346,"stargazers_count":17,"open_issues_count":15,"forks_count":20,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-11-15T16:41:20.371Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://beta.singularitynet.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/singnet.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}},"created_at":"2018-08-08T16:37:44.000Z","updated_at":"2024-08-08T09:08:20.000Z","dependencies_parsed_at":"2023-01-31T04:45:14.450Z","dependency_job_id":null,"html_url":"https://github.com/singnet/nlp-services","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/singnet%2Fnlp-services","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singnet%2Fnlp-services/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singnet%2Fnlp-services/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singnet%2Fnlp-services/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/singnet","download_url":"https://codeload.github.com/singnet/nlp-services/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253183269,"owners_count":21867393,"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":"2024-08-03T05:01:13.870Z","updated_at":"2025-05-09T03:33:09.704Z","avatar_url":"https://github.com/singnet.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"[issue-template]: ../../issues/new?template=BUG_REPORT.md\n[feature-template]: ../../issues/new?template=FEATURE_REQUEST.md\n\n![singnetlogo](docs/assets/singnet-logo.jpg 'SingularityNET')\n\n[![CircleCI](https://circleci.com/gh/singnet/nlp-services.svg?style=svg)](https://circleci.com/gh/singnet/nlp-services)\n\n# Natural Language Processing Services\n\nThis repository contains a number of [SingularityNET](http://singularitynet.io) services for understanding or manipulating natural language.\n\nEach service has it's own README.md with full details:\n\n[HTML User's Guide Hub](https://singnet.github.io/nlp-services/)\n\n## Getting Started\n\nFor more details on how to publish and test a service, select it from the list below:\n\n### Services:\n\n- [CNTK Language Understanding](cntk-language-understanding/) \n([User's Guide](docs/users_guide/cntk-language-understanding.md)) - CNTK recurrent LSTM network to process text for slot tagging and intent classification\n[[Reference](https://cntk.ai/pythondocs/CNTK_202_Language_Understanding.html)].\n- [Named Entity Recognition](named-entity-recognition/) - Recognize entities like PERSON, ORGANIZATION and LOCATION from texts.\n- [OpenNMT Romance Translator](opennmt-romance-translator/) - OpenNTM model to translate romance languages [[Reference](http://forum.opennmt.net/t/training-romance-multi-way-model/86)].\n- [Sentiment Analysis](sentiment-analysis/) - Sentiment Analysis of sentences in different formats, please check the service home page out.\n- [Text Summarization](text-summarization/) - Create a summary for a piece of text. Currently limited to the domain of news articles.\n- [Translation](translation/) - Convert between language pairs. Currently limited to English \u003c-\u003e German.\n\n## Contributing and Reporting Issues\n\nPlease read our [guidelines](https://dev.singularitynet.io/docs/contribute/contribution-guidelines/#submitting-an-issue) \nbefore submitting an issue. If your issue is a bug, please use the bug template pre-populated [here][issue-template]. \nFor feature requests and queries you can use [this template][feature-template].\n\n## Authors\n\n* **Artur Gontijo** - *Maintainer* - [SingularityNET](https://www.singularitynet.io)\n* **Glauter Lemos** - *Maintainer* - [SingularityNET](https://www.singularitynet.io)\n* **Joel Pitt** - *Maintainer* - [SingularityNET](https://www.singularitynet.io)\n\n## Licenses\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\nEach service is licensed as followed:\n\n- cntk-language-understanding - [MIT License](https://github.com/Microsoft/CNTK/blob/master/LICENSE.md)\n- opennmt-romance-translator - [MIT License](https://github.com/OpenNMT/OpenNMT/blob/master/LICENSE.md)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsingnet%2Fnlp-services","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsingnet%2Fnlp-services","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsingnet%2Fnlp-services/lists"}