{"id":40943280,"url":"https://github.com/stratosphereips/number-anomaly-detector","last_synced_at":"2026-01-22T04:37:28.932Z","repository":{"id":89544576,"uuid":"380710854","full_name":"stratosphereips/number-anomaly-detector","owner":"stratosphereips","description":"An anomaly detector for numbers","archived":false,"fork":false,"pushed_at":"2024-04-19T13:46:01.000Z","size":22,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-09-05T01:37:22.562Z","etag":null,"topics":["anomaly-detection"],"latest_commit_sha":null,"homepage":"","language":"Python","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/stratosphereips.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","funding":null,"license":null,"code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":".github/SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-06-27T10:26:59.000Z","updated_at":"2024-04-19T11:57:30.000Z","dependencies_parsed_at":"2025-04-13T04:59:03.237Z","dependency_job_id":"beb36a58-bab9-4a5a-b2e1-d7f084411832","html_url":"https://github.com/stratosphereips/number-anomaly-detector","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/stratosphereips/number-anomaly-detector","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stratosphereips%2Fnumber-anomaly-detector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stratosphereips%2Fnumber-anomaly-detector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stratosphereips%2Fnumber-anomaly-detector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stratosphereips%2Fnumber-anomaly-detector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stratosphereips","download_url":"https://codeload.github.com/stratosphereips/number-anomaly-detector/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stratosphereips%2Fnumber-anomaly-detector/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28654885,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-22T01:17:37.254Z","status":"online","status_checked_at":"2026-01-22T02:00:07.137Z","response_time":144,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["anomaly-detection"],"created_at":"2026-01-22T04:37:28.879Z","updated_at":"2026-01-22T04:37:28.924Z","avatar_url":"https://github.com/stratosphereips.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Number Anomaly Detector\n\n- Author: Sebastian Garcia (eldraco@gmail.com, @eldracote)\n\nAn anomaly detector for numbers. \nYou can give a file with one number per line and it will print the anomalies.\nYou can also give numbers in the STDIN and it will print the anomalies every X amount of numbers.\n\n## Dependencies\n\nPlease install the following dependencies:\n- pyod: PyOD is a comprehensive and scalable Python toolkit for detecting outlying objects in multivariate data. \n\n```\npip install pyod\n```\n\n## Usage\n\n### From a file\n```\n$ ./number_anomaly_detector.py -f test-numbers.txt\nSimple Number Anomaly Detector. Version: 0.1\nAuthor: Sebastian Garcia (eldraco@gmail.com)\n\nTop anomalies\nvalues    score\n35345 3.129754\n24562 1.766415\n2 1.338806\n```\n\n### From STDIN\n```\n$ cat test-numbers.txt | ./number_anomaly_detector.py\nSimple Number Anomaly Detector. Version: 0.1\nAuthor: Sebastian Garcia (eldraco@gmail.com)\n\nTop anomalies\nvalues    score\n 35345 1.999886\n\nTop anomalies\nvalues    score\n 35345 3.331550\n     2 1.284752\n\nTop anomalies\nvalues    score\n 35345 3.129754\n 24562 1.766415\n     2 1.338806\n\n```\n\n# Performace\nUsing the PCA model, is capable of training and testing 1 million numbers in 0.38 seconds\n\n# Docker\n\nTo run the tool using Docker use our Docker Hub image:\n\n```bash\ndocker run stratosphereips/number_anomaly_detector:latest number_anomaly_detector.py -f test-numbers.txt\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstratosphereips%2Fnumber-anomaly-detector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstratosphereips%2Fnumber-anomaly-detector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstratosphereips%2Fnumber-anomaly-detector/lists"}