{"id":19704237,"url":"https://github.com/dbklim/uk_stemmer","last_synced_at":"2025-04-29T14:31:15.995Z","repository":{"id":115096015,"uuid":"218145517","full_name":"dbklim/Uk_Stemmer","owner":"dbklim","description":"A small modification of the stemmer for the Ukrainian language (https://github.com/Amice13/ukr_stemmer)","archived":false,"fork":false,"pushed_at":"2019-10-28T21:09:53.000Z","size":9,"stargazers_count":15,"open_issues_count":1,"forks_count":8,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-04-05T17:51:13.301Z","etag":null,"topics":["natural-language-processing","nlp","stemmer","stemmers","stemming","stemming-algorithm","uk","ukr","ukrainian","ukrainian-morphology"],"latest_commit_sha":null,"homepage":null,"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/dbklim.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":"2019-10-28T21:07:44.000Z","updated_at":"2025-01-05T10:57:14.000Z","dependencies_parsed_at":null,"dependency_job_id":"493db090-d372-431d-b9f5-b03911e2404f","html_url":"https://github.com/dbklim/Uk_Stemmer","commit_stats":null,"previous_names":["dbklim/uk_stemmer"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbklim%2FUk_Stemmer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbklim%2FUk_Stemmer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbklim%2FUk_Stemmer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbklim%2FUk_Stemmer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dbklim","download_url":"https://codeload.github.com/dbklim/Uk_Stemmer/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251518982,"owners_count":21602244,"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":["natural-language-processing","nlp","stemmer","stemmers","stemming","stemming-algorithm","uk","ukr","ukrainian","ukrainian-morphology"],"created_at":"2024-11-11T21:21:27.147Z","updated_at":"2025-04-29T14:31:10.955Z","avatar_url":"https://github.com/dbklim.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Ukrainian Stemmer\n\nЭто небольшая модификация стеммера для украинского языка [ukr_stemmer](https://github.com/Amice13/ukr_stemmer) от [Amice13](https://github.com/Amice13) на Python, добавляющая возможность простой установки стеммера через pip в качестве пакета python и немного упрощающая его использование.\n\n[ukr_stemmer](https://github.com/Amice13/ukr_stemmer) от [Amice13](https://github.com/Amice13) является адаптированной реализацией [стеммера на Drupal от Algenon](https://drupal.org/project/ukstemmer) (4algenon@gmail.com).\n\n[Стемминг](https://ru.wikipedia.org/wiki/Стемминг) - это процесс нахождения основы слова для заданного исходного слова. Основа слова не обязательно будет совпадать с морфологическим корнем слова. Стеммер - это конкретная реализация алгоритма стемминга. Стемминг используется в поисковых системах, в различных [NLP](https://ru.wikipedia.org/wiki/Обработка_естественного_языка)-задачах и является частью процесса нормализации текста.\n\n## Установка\n\nУстановка с помощью pip:\n```\npip install git+https://github.com/Desklop/Uk_Stemmer\n```\n\nУстановка из исходных файлов:\n```\ngit clone https://github.com/Desklop/Uk_Stemmer\ncd Uk_Stemmer\npip install -e .\n```\n\n## Использование\n\nСтеммер состоит из класса [UkStemmer](https://github.com/Desklop/Uk_Stemmer/blob/master/uk_stemmer/uk_stemmer.py#L32), который содержит метод [stem_word()](https://github.com/Desklop/Uk_Stemmer/blob/master/uk_stemmer/uk_stemmer.py#L69), выполняющий стемминг слова. Данный метод принимает слово в виде строки и возвращает найденную стемму (основу) данного слова так же в виде строки.\n\nПростой пример для стемминга каждого слова в строке:\n```python\nimport re\nfrom uk_stemmer import UkStemmer\n\nstemmer = UkStemmer()\ntest_string = 'Привіт, як твої справи? Зберігайте спокойствіе. Будь ласка, зберігайте спокій.'\n\nprepare_test_string = test_string.lower()\nwords = re.split(r'(\\W)', prepare_test_string)\nwords = [word for word in words if word != '']\n\nfor i in range(len(words)):\n    words[i] = stemmer.stem_word(words[i])\n\nstem_test_string = ''.join(words)\nprint('Source: %s\\nStemmed: %s' % (test_string, stem_test_string))\n```\n\n---\n\nЕсли у вас возникнут вопросы или вы хотите сотрудничать, можете написать мне на почту: vladsklim@gmail.com или в [LinkedIn](https://www.linkedin.com/in/vladklim/).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdbklim%2Fuk_stemmer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdbklim%2Fuk_stemmer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdbklim%2Fuk_stemmer/lists"}