{"id":23658884,"url":"https://github.com/mustafaturan/omnicat","last_synced_at":"2026-02-26T17:47:55.453Z","repository":{"id":8970538,"uuid":"10713038","full_name":"mustafaturan/omnicat","owner":"mustafaturan","description":"A generalized rack framework for text classifications.","archived":false,"fork":false,"pushed_at":"2021-01-13T06:38:43.000Z","size":46,"stargazers_count":11,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-11-19T11:11:54.124Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Ruby","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/mustafaturan.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.txt","contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2013-06-15T22:45:37.000Z","updated_at":"2022-05-20T06:15:15.000Z","dependencies_parsed_at":"2022-08-29T11:30:59.449Z","dependency_job_id":null,"html_url":"https://github.com/mustafaturan/omnicat","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mustafaturan/omnicat","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mustafaturan%2Fomnicat","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mustafaturan%2Fomnicat/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mustafaturan%2Fomnicat/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mustafaturan%2Fomnicat/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mustafaturan","download_url":"https://codeload.github.com/mustafaturan/omnicat/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mustafaturan%2Fomnicat/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29866915,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-26T16:38:37.846Z","status":"ssl_error","status_checked_at":"2026-02-26T16:37:58.932Z","response_time":89,"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":"2024-12-29T01:03:03.892Z","updated_at":"2026-02-26T17:47:55.433Z","avatar_url":"https://github.com/mustafaturan.png","language":"Ruby","funding_links":[],"categories":["Machine Learning Libraries"],"sub_categories":["Text-to-Speech-to-Text","Statistical models"],"readme":"# OmniCat\n\n[![Build Status](https://travis-ci.org/mustafaturan/omnicat.png)](https://travis-ci.org/mustafaturan/omnicat) [![Code Climate](https://codeclimate.com/github/mustafaturan/omnicat.png)](https://codeclimate.com/github/mustafaturan/omnicat)\n\nA generalized framework for text classifications.\n\n## Installation\n\nAdd this line to your application's Gemfile:\n\n    gem 'omnicat'\n\nAnd then execute:\n\n    $ bundle\n\nOr install it yourself as:\n\n    $ gem install omnicat\n\n## Usage\n\nStand-alone version of omnicat is just a strategy holder for developers. Its aim is providing omnification of methods for text classification gems with loseless conversion of a strategy to another one. End-users should see 'classifier strategies' section and 'changing classifier strategy' sub section.\n\n### Changing classifier strategy\n\nOmniCat allows you to change strategy on runtime.\n\n    # Declare classifier with Naive Bayes classifier\n    classifier = OmniCat::Classifier.new(OmniCat::Classifiers::Bayes.new())\n    ...\n    # do some operations like adding category, training, etc...\n    ...\n    # make some classification using Bayes\n    classifier.classify('I am happy :)')\n    ...\n    # change strategy to Support Vector Machine (SVM) on runtime\n    classifier.strategy = OmniCat::Classifiers::SVM.new\n    # now you do not need to re-train, add category and so on..\n    # just classify with new strategy\n    classifier.classify('I am happy :)')\n\n## Classifier strategies\nHere is the classifier list avaliable for OmniCat.\n\n### Naive Bayes classifier\n* gem 'omnicat-bayes'\n* Details: http://github.com/mustafaturan/omnicat-bayes\n\n## Contributing\n\n1. Fork it\n2. Create your feature branch (`git checkout -b my-new-feature`)\n3. Commit your changes (`git commit -am 'Add some feature'`)\n4. Push to the branch (`git push origin my-new-feature`)\n5. Create new Pull Request\n\n## Copyright\nCopyright © 2013 Mustafa Turan. See LICENSE for details.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmustafaturan%2Fomnicat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmustafaturan%2Fomnicat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmustafaturan%2Fomnicat/lists"}