{"id":18541859,"url":"https://github.com/cltk/gml_models_cltk","last_synced_at":"2026-02-24T01:32:13.036Z","repository":{"id":76838950,"uuid":"136757345","full_name":"cltk/gml_models_cltk","owner":"cltk","description":null,"archived":false,"fork":false,"pushed_at":"2018-06-12T09:29:56.000Z","size":652,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-10-28T02:44:29.725Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cltk.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":"2018-06-09T20:54:07.000Z","updated_at":"2020-04-06T23:35:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"52eec6ef-6e7c-4e73-b61e-5baf265cce9f","html_url":"https://github.com/cltk/gml_models_cltk","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cltk/gml_models_cltk","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cltk%2Fgml_models_cltk","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cltk%2Fgml_models_cltk/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cltk%2Fgml_models_cltk/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cltk%2Fgml_models_cltk/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cltk","download_url":"https://codeload.github.com/cltk/gml_models_cltk/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cltk%2Fgml_models_cltk/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29766354,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-24T01:28:30.166Z","status":"ssl_error","status_checked_at":"2026-02-24T01:28:27.518Z","response_time":90,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":"2024-11-06T20:06:32.284Z","updated_at":"2026-02-24T01:32:13.007Z","avatar_url":"https://github.com/cltk.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Middle Low German Models\n\nTrained POS tagger for MLG.\n\nTraining Set and Citations\n==========================\n\u003eReN-Team. 2018. “Referenzkorpus Mittelniederdeutsch/Niederrheinisch (1200-1650).” Archived in Hamburger Zentrum für Sprachkorpora. Version 0.6. Publication date 2018-03-07. http://hdl.handle.net/11022/0000-0007-C64C-5.\n\n\u003eIngrid Schröder. 2014. “Das Referenzkorpus: Neue Perspektiven für die mittelniederdeutsche Grammatikographie.” Jahrbuch für Germanistische Sprachgeschichte, 5(1), pp. 150-164. http://www.degruyter.com/view/j/jbgsg.2014.5.issue-1/jbgsg-2014-0011/jbgsg-2014-0011.xml .\n\n\u003eRobert Peters, Norbert Nagel. 2014. “Das digitale ‚Referenzkorpus Mittelniederdeutsch / Niederrheinisch (ReN)‘.” Jahrbuch für Germanistische Sprachgeschichte, 5(1), pp. 165-175. https://www.degruyter.com/view/j/jbgsg.2014.5.issue-1/jbgsg-2014-0012/jbgsg-2014-0012.xml .\n\nTraining the Tagger\n===================\n\n\n``` python\n    \u003e\u003e\u003e from nltk import DefaultTagger, UnigramTagger, BigramTagger\n    \u003e\u003e\u003e t0 = DefaultTagger('NA')\n    \u003e\u003e\u003e t1 = UnigramTagger([tags], backoff=t0)\n    \u003e\u003e\u003e t2 = BigramTagger([tags], backoff=t1)\n```\n\nSaving the Tagger\n=================\n\n``` python\n    \u003e\u003e\u003e ffile = open(\"backoff_tagger.pickle\", 'wb')\n    \u003e\u003e\u003e pickle.dump(t2, ffile)\n    \u003e\u003e\u003e f.close()\n```\n\nLoading the Tagger\n==================\n\n``` python\n  \u003e\u003e\u003e ffile = open('backoff_tagger', 'rb')\n  \u003e\u003e\u003e tagger = pickle.load(ffile)\n  \u003e\u003e\u003e ffile.close()\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcltk%2Fgml_models_cltk","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcltk%2Fgml_models_cltk","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcltk%2Fgml_models_cltk/lists"}