{"id":27366192,"url":"https://github.com/sirius207/frequent-pattern-algorithm","last_synced_at":"2025-07-14T09:36:15.533Z","repository":{"id":91661034,"uuid":"152942331","full_name":"Sirius207/Frequent-pattern-Algorithm","owner":"Sirius207","description":"Algorithms for Frequent-pattern Mining","archived":false,"fork":false,"pushed_at":"2018-10-22T12:05:32.000Z","size":3104,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-13T05:56:26.092Z","etag":null,"topics":["data-mining","frequent-pattern-mining"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/Sirius207.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2018-10-14T05:26:00.000Z","updated_at":"2024-03-27T08:14:07.000Z","dependencies_parsed_at":null,"dependency_job_id":"7d4c243f-6583-4f19-b68d-bcb0b3a7408a","html_url":"https://github.com/Sirius207/Frequent-pattern-Algorithm","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Sirius207/Frequent-pattern-Algorithm","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sirius207%2FFrequent-pattern-Algorithm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sirius207%2FFrequent-pattern-Algorithm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sirius207%2FFrequent-pattern-Algorithm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sirius207%2FFrequent-pattern-Algorithm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sirius207","download_url":"https://codeload.github.com/Sirius207/Frequent-pattern-Algorithm/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sirius207%2FFrequent-pattern-Algorithm/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265269836,"owners_count":23737928,"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-mining","frequent-pattern-mining"],"created_at":"2025-04-13T05:56:25.333Z","updated_at":"2025-07-14T09:36:15.523Z","avatar_url":"https://github.com/Sirius207.png","language":"Jupyter Notebook","readme":"# Frequent-pattern Algorithm\n\nAlgorithms for Frequent-pattern Mining\n\n## Usage\n\n### Find frequent pattern\n```\npython main.py --input data/sample.txt --output output.csv --minsup 0.3 --algorithm fp\n```\n- input: input data file name\n- output: output file name\n- minsup: minimum support\n- algorithm: frequent pattern algorithm(fp or ap)\n\n\n### Find association rules\n```\npython rules.py --minconfidence 0.2 --input patterns.csv --output rules.csv\n```\n- minconfidence: minimum confidence\n- input: input data file name\n- output: output file name\n\n\n## Implementation\n- [Apriori Algorithm](https://en.wikipedia.org/wiki/Apriori_algorithm)\n- [FP Growth](https://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R/Frequent_Pattern_Mining/The_FP-Growth_Algorithm)\n\n## Dataset\n- [Kaggle: Random Shopping cart](https://www.kaggle.com/fanatiks/shopping-cart)\n    - v1: original data\n    - v2: [updated] filter duplicated items of each transaction\n- IBM Quest Synthetic Data Generator\n\n## Report\n- [Jupyter Notebook](https://nbviewer.jupyter.org/github/Sirius207/Frequent-pattern-Algorithm/blob/master/Report.ipynb)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsirius207%2Ffrequent-pattern-algorithm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsirius207%2Ffrequent-pattern-algorithm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsirius207%2Ffrequent-pattern-algorithm/lists"}