{"id":16194694,"url":"https://github.com/hironsan/natural-language-preprocessings","last_synced_at":"2025-08-11T21:31:40.368Z","repository":{"id":19993984,"uuid":"86432829","full_name":"Hironsan/natural-language-preprocessings","owner":"Hironsan","description":"Some recipes of natural language pre-processing","archived":false,"fork":false,"pushed_at":"2023-07-06T21:13:03.000Z","size":61,"stargazers_count":132,"open_issues_count":4,"forks_count":27,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-12-01T06:16:13.695Z","etag":null,"topics":["machine-learning","natural-language-processing","preprocessnig"],"latest_commit_sha":null,"homepage":"","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/Hironsan.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}},"created_at":"2017-03-28T08:11:21.000Z","updated_at":"2024-07-10T00:20:55.000Z","dependencies_parsed_at":"2024-01-14T15:23:21.143Z","dependency_job_id":"e9c29f59-0e86-40af-988e-e5e047111086","html_url":"https://github.com/Hironsan/natural-language-preprocessings","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/Hironsan%2Fnatural-language-preprocessings","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hironsan%2Fnatural-language-preprocessings/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hironsan%2Fnatural-language-preprocessings/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hironsan%2Fnatural-language-preprocessings/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Hironsan","download_url":"https://codeload.github.com/Hironsan/natural-language-preprocessings/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":229608528,"owners_count":18098039,"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":["machine-learning","natural-language-processing","preprocessnig"],"created_at":"2024-10-10T08:24:35.152Z","updated_at":"2024-12-13T19:59:59.379Z","avatar_url":"https://github.com/Hironsan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Natural Language Pre-processing\nThis repository includes some recipes of natural language pre-processing.\n\nThe list of recipes are as follows:\n* Data cleaner\n* Word normalization\n* Stopwords remover\n* Tokenizer\n* Word Vector\n\n\n## Install\nTo install required modules, simply:\n\n```\n$ pip install -r requirements.txt\n```\n\n## Setup\nFirst, you should download [livedoor news corpus](http://www.rondhuit.com/download.html#ldcc) and extract it.\nFor downloading the corpus, please execute following command:\n\n```\n$ cd src/data\n$ python make_dataset.py\n```\n\nNow, you can ready for classification!\n\nStart jupyter notebook:\n\n```\n$ jupyter notebook\n```\n\nAnd you can execute [notebooks/document_classification.ipynb](https://github.com/Hironsan/natural-language-preprocessings/blob/master/notebooks/document_classification.ipynb).\n\nGood NLP Life!\n\n## Licence\n\n[MIT](https://github.com/Hironsan/natural-language-preprocessings/blob/master/LICENCE)\n\n## Author\n\n[Hironsan](https://github.com/Hironsan)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhironsan%2Fnatural-language-preprocessings","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhironsan%2Fnatural-language-preprocessings","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhironsan%2Fnatural-language-preprocessings/lists"}