{"id":20114674,"url":"https://github.com/gatenlp/python-gatenlp-ml-tner","last_synced_at":"2026-05-08T22:33:10.496Z","repository":{"id":41353426,"uuid":"509047439","full_name":"GateNLP/python-gatenlp-ml-tner","owner":"GateNLP","description":"Token classification training and application using transformers via the tner package","archived":false,"fork":false,"pushed_at":"2022-07-02T13:50:57.000Z","size":210,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":12,"default_branch":"main","last_synced_at":"2025-01-13T06:10:40.170Z","etag":null,"topics":["deep-learning","gatenlp","machine-learning","nlp","python-gatenlp","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","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/GateNLP.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":"2022-06-30T11:12:32.000Z","updated_at":"2022-07-19T19:45:26.000Z","dependencies_parsed_at":"2022-09-19T03:20:17.847Z","dependency_job_id":null,"html_url":"https://github.com/GateNLP/python-gatenlp-ml-tner","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2Fpython-gatenlp-ml-tner","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2Fpython-gatenlp-ml-tner/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2Fpython-gatenlp-ml-tner/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2Fpython-gatenlp-ml-tner/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GateNLP","download_url":"https://codeload.github.com/GateNLP/python-gatenlp-ml-tner/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241557194,"owners_count":19981881,"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":["deep-learning","gatenlp","machine-learning","nlp","python-gatenlp","pytorch"],"created_at":"2024-11-13T18:31:13.748Z","updated_at":"2025-11-28T22:01:52.321Z","avatar_url":"https://github.com/GateNLP.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# python-gatenlp-ml-tner\n\nToken classification training and application using transformers via the tner package.\n\nSee: https://github.com/asahi417/tner / https://pypi.org/project/tner/\n\nIMPORTANT: for this package, a modified version of tner is required (see installation instructions below)!\n\n### Installation:\n\n* For now this package does NOT require the packages \n  it depends on in order to avoid dependency hell. See below \n  for how to install the required packages.\n* create a new environment (or activate a gatenlp environment you already have instead)\n  (e.g. `conda create -y -n gatenlp-tner python=3.7`) \n  and activate it\n* install the PyTorch version compatible with your machine \n  see [PyTorch Installation](https://pytorch.org/get-started/locally/)\n* install the modified version of TNER:\n    * `python -m pip install -U git+https://github.com/johann-petrak/tner-modified.git`\n* if not using a gatenlp environment, install gatenlp, e.g.: `python -m pip install -U gatenlp[all]`\n\n### Usage\n\nSee [example notebook](examples/train-conll2003)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgatenlp%2Fpython-gatenlp-ml-tner","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgatenlp%2Fpython-gatenlp-ml-tner","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgatenlp%2Fpython-gatenlp-ml-tner/lists"}