{"id":23029700,"url":"https://github.com/antononcube/wl-outlieridentifiers-paclet","last_synced_at":"2026-03-20T00:16:51.679Z","repository":{"id":185392948,"uuid":"631124262","full_name":"antononcube/WL-OutlierIdentifiers-paclet","owner":"antononcube","description":"Wolfram Language (aka Mathematica) paclet that provides outlier identifier functions.","archived":false,"fork":false,"pushed_at":"2023-04-22T12:31:54.000Z","size":322,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-08T11:13:20.785Z","etag":null,"topics":["data-analysis","hampel","outlier-detection","outliers"],"latest_commit_sha":null,"homepage":"https://resources.wolframcloud.com/PacletRepository/resources/AntonAntonov/OutlierIdentifiers/","language":"Mathematica","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/antononcube.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}},"created_at":"2023-04-22T02:26:30.000Z","updated_at":"2023-04-22T10:56:51.000Z","dependencies_parsed_at":"2023-11-22T08:27:58.985Z","dependency_job_id":null,"html_url":"https://github.com/antononcube/WL-OutlierIdentifiers-paclet","commit_stats":null,"previous_names":["antononcube/wl-outlieridentifiers-paclet"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/antononcube%2FWL-OutlierIdentifiers-paclet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/antononcube%2FWL-OutlierIdentifiers-paclet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/antononcube%2FWL-OutlierIdentifiers-paclet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/antononcube%2FWL-OutlierIdentifiers-paclet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/antononcube","download_url":"https://codeload.github.com/antononcube/WL-OutlierIdentifiers-paclet/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246886503,"owners_count":20849878,"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":["data-analysis","hampel","outlier-detection","outliers"],"created_at":"2024-12-15T14:16:50.502Z","updated_at":"2026-01-16T01:41:33.733Z","avatar_url":"https://github.com/antononcube.png","language":"Mathematica","funding_links":[],"categories":[],"sub_categories":[],"readme":"# OutlierIdentifiers WL paclet\n\nWolfram Language (aka Mathematica) paclet that provides outlier identifier functions.\n\nThe purpose of the outlier detection algorithms is to find those elements in a list of numbers that have values significantly higher or lower than the rest of the values.\n\nNote that taking a certain number of elements with the highest values is not the same as an outlier detection, \nbut it can be used as a replacement.\n\nHere is example code:\n\n```mathematica\nSeedRandom[788];\n\npnts = RandomVariate[NormalDistribution[20, 16], 30];\n\nListPlotOutliers[pnts, HampelIdentifierParameters, \n  PlotRange -\u003e All, Filling -\u003e Axis, PlotRange -\u003e All, \n  PlotTheme -\u003e \"Detailed\", PlotLegends -\u003e {\"Data\", \"Outliers\"}, ImageSize -\u003e Large]\n```\n\n![](./Documentation/Diagrams/OutlierIdentifiers-paclet-headline-image.png)\n\n\n----- \n\n## References\n\n[AA1] Anton Antonov,\n[\"Outlier detection in a list of numbers\"](https://mathematicaforprediction.wordpress.com/2013/10/16/outlier-detection-in-a-list-of-numbers/),\n(2013),\n[MathematicaForPrediction at WordPress](https://mathematicaforprediction.wordpress.com/).\n\n[RP1] Ronald K. Pearson, \n\"Mining Imperfect Data: Dealing with Contamination and Incomplete Records\", 2005, SIAM.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fantononcube%2Fwl-outlieridentifiers-paclet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fantononcube%2Fwl-outlieridentifiers-paclet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fantononcube%2Fwl-outlieridentifiers-paclet/lists"}