{"id":16135300,"url":"https://github.com/xnuinside/russian-language-nlp","last_synced_at":"2026-01-19T22:01:57.787Z","repository":{"id":116643685,"uuid":"327575181","full_name":"xnuinside/russian-language-nlp","owner":"xnuinside","description":"Repo with collections of 2 types: 1st links to language models, corpuses \u0026 tools to process Russian language \u0026 2nd collection of different course/articles \u0026 tutorials about NLP \u0026 written on RU","archived":false,"fork":false,"pushed_at":"2021-02-02T10:32:53.000Z","size":5,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-06T16:18:13.111Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/xnuinside.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2021-01-07T10:16:23.000Z","updated_at":"2021-02-02T10:32:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"fabe37bc-acbe-4ab6-821a-c6fd6360b700","html_url":"https://github.com/xnuinside/russian-language-nlp","commit_stats":{"total_commits":4,"total_committers":1,"mean_commits":4.0,"dds":0.0,"last_synced_commit":"965fa0de852574ae48514af170e1dd2b87d48b3b"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/xnuinside/russian-language-nlp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xnuinside%2Frussian-language-nlp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xnuinside%2Frussian-language-nlp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xnuinside%2Frussian-language-nlp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xnuinside%2Frussian-language-nlp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xnuinside","download_url":"https://codeload.github.com/xnuinside/russian-language-nlp/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xnuinside%2Frussian-language-nlp/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28587066,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-19T20:45:59.482Z","status":"ssl_error","status_checked_at":"2026-01-19T20:45:41.500Z","response_time":67,"last_error":"SSL_read: 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":"2024-10-09T23:06:52.689Z","updated_at":"2026-01-19T22:01:57.771Z","avatar_url":"https://github.com/xnuinside.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# russian-language-nlp\nRepo with collections of 2 types: 1st links to language models, corpuses \u0026amp; tools to process Russian language \u0026amp; 2nd collection of different course/articles \u0026amp; tutorials about NLP \u0026amp; written on RU\n\n\nIn this repo I try to consolidate all information about articles, packages and researches that relative to NLP on Russian language. \nBecause a lot of pages that a refer to  contains only RU docs or writed on RU language - I will mark lang in [brackets] near the source. \n\nIf you want to add something in list - just open the PR. \n\nEN/RU - languages of documentation \n\n### Tools\n\n[EN] https://github.com/natasha/natasha - Natasha. Natasha solves basic NLP tasks for Russian language: tokenization, sentence segmentation, word embedding, morphology tagging, lemmatization, phrase normalization, syntax parsing, NER tagging, fact extraction. \n[EN] https://github.com/bureaucratic-labs/dostoevsky - Sentiment analysis library for russian language\n\n\n### Models\n\n[EN] https://rusvectores.org/en/models/ \n\n[EN] https://github.com/buriy/spacy-ru/releases/tag/v2.3_beta - language models for SpaCy. Note for repo - pay attention to version branches and releases, not to master branch. README.md in repo in master only on RU language\n\n[EN] https://github.com/natasha/natasha-spacy - Also SpaCy Ru language model\n\n### Datasets\n\n[EN] https://github.com/buriy/russian-nlp-datasets/releases/tag/ - Pay attention, that datasets putted on Releases, not in source code in repo\n\n\n### Articles about work with Russian Language in NLP\n[EN] https://primer.ai/blog/Russian-Natural-Language-Processing/\n\n[RU] https://habr.com/ru/post/516098/#natasha - About Natasha project\n\n### Videos\n[RU] https://www.youtube.com/watch?t=951\u0026v=-7XT_U6hVvk\u0026feature=youtu.be\u0026ab_channel=ODSAIRu - About Natasha \n\n### Useful Jupyter Notebooks\nhttps://nbviewer.jupyter.org/github/natasha/natasha/blob/master/docs.ipynb - Natasha Notebook with Samples\n\n\n## Part 2\n### Useful articles about NLP on RU language\n\nhttps://habr.com/ru/post/436878/  - BERT — state-of-the-art языковая модель для 104 языков. Туториал по запуску BERT локально и на Google Colab\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxnuinside%2Frussian-language-nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxnuinside%2Frussian-language-nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxnuinside%2Frussian-language-nlp/lists"}