{"id":16829181,"url":"https://github.com/kvanttt/random-sequence-analysis","last_synced_at":"2025-03-17T20:44:25.708Z","repository":{"id":5033844,"uuid":"6192959","full_name":"KvanTTT/Random-Sequence-Analysis","owner":"KvanTTT","description":"A library for random sequences estimating.","archived":false,"fork":false,"pushed_at":"2012-10-12T17:07:13.000Z","size":268,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-24T07:43:33.407Z","etag":null,"topics":["analysis","c-sharp","chi-square","criterion","monte-carlo","random","sequence"],"latest_commit_sha":null,"homepage":null,"language":"C#","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"steerapi/sockjs-client-node","license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KvanTTT.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}},"created_at":"2012-10-12T16:24:01.000Z","updated_at":"2023-08-26T19:39:23.000Z","dependencies_parsed_at":"2022-09-08T17:30:32.339Z","dependency_job_id":null,"html_url":"https://github.com/KvanTTT/Random-Sequence-Analysis","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/KvanTTT%2FRandom-Sequence-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KvanTTT%2FRandom-Sequence-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KvanTTT%2FRandom-Sequence-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KvanTTT%2FRandom-Sequence-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KvanTTT","download_url":"https://codeload.github.com/KvanTTT/Random-Sequence-Analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244110085,"owners_count":20399561,"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":["analysis","c-sharp","chi-square","criterion","monte-carlo","random","sequence"],"created_at":"2024-10-13T11:31:20.626Z","updated_at":"2025-03-17T20:44:25.687Z","avatar_url":"https://github.com/KvanTTT.png","language":"C#","funding_links":[],"categories":[],"sub_categories":[],"readme":"Random-Sequence-Analysis\n========================\n\nA library for random sequences estimating with following criterions:\n\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"http://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test\"\u003eChi Square\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eMonte Carlo\u003c/li\u003e\n\u003cli\u003eCompression Ratio (using 7Zip with LZMA)\u003c/li\u003e\n\u003cli\u003eExtremium Criterion (russian description is \u003ca href=\"http://www.machinelearning.ru/wiki/index.php?title=%D0%9A%D1%80%D0%B8%D1%82%D0%B5%D1%80%D0%B8%D0%B9_%D1%8D%D0%BA%D1%81%D1%82%D1%80%D0%B5%D0%BC%D1%83%D0%BC%D0%BE%D0%B2\"\u003ehere\u003c/a\u003e, where is english decription I don't know :).\u003c/li\u003e\n\u003c/ul\u003e\n\nMean and Variance are additional output parameters.\n\nHow to treat results:\n\u003cul\u003e\n\u003cli\u003eWhite color: sequence random with high probability.\u003c/li\u003e\n\u003cli\u003eYellow color: sequence may be not random.\u003c/li\u003e\n\u003cli\u003eRed color: sequence not random with high probability.\u003c/li\u003e\n\u003c/ul\u003e\n\nCombination of all criterions only show the most accurate picture of random sequence nature (but still it may be incorrect), not one criterion.\n\nSample screenshot:\n\u003cimg src=\"http://imageshack.us/a/img717/464/randomsequenceanalysis.png\" /\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkvanttt%2Frandom-sequence-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkvanttt%2Frandom-sequence-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkvanttt%2Frandom-sequence-analysis/lists"}