{"id":17280927,"url":"https://github.com/blmoistawinde/facetnet-python","last_synced_at":"2025-10-13T23:34:44.450Z","repository":{"id":113037429,"uuid":"149877161","full_name":"blmoistawinde/facetnet-python","owner":"blmoistawinde","description":"An unofficial implementation in python3.6 for the paper: Facetnet: a framework for analyzing communities and their evolutions in dynamic networks","archived":false,"fork":false,"pushed_at":"2018-09-22T13:00:33.000Z","size":121,"stargazers_count":17,"open_issues_count":1,"forks_count":7,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-04-14T09:51:05.244Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/blmoistawinde.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":"2018-09-22T13:00:26.000Z","updated_at":"2023-12-20T13:57:53.000Z","dependencies_parsed_at":"2023-06-06T19:24:54.007Z","dependency_job_id":null,"html_url":"https://github.com/blmoistawinde/facetnet-python","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/blmoistawinde/facetnet-python","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/blmoistawinde%2Ffacetnet-python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/blmoistawinde%2Ffacetnet-python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/blmoistawinde%2Ffacetnet-python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/blmoistawinde%2Ffacetnet-python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/blmoistawinde","download_url":"https://codeload.github.com/blmoistawinde/facetnet-python/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/blmoistawinde%2Ffacetnet-python/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279017235,"owners_count":26086015,"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","status":"online","status_checked_at":"2025-10-13T02:00:06.723Z","response_time":61,"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":[],"created_at":"2024-10-15T09:22:26.371Z","updated_at":"2025-10-13T23:34:44.414Z","avatar_url":"https://github.com/blmoistawinde.png","language":"Python","readme":"## FacetNet-python\nThis is an unofficial implementation in python3.6 for the paper: Facetnet: a framework for analyzing communities and their evolutions in dynamic networks\n\n`main.py`:  entrance of the program, containing 3 experiments on synthetic networks, can be run directly.\n\n`util.py`: helper funtions of the program, including the **soft modularity** stated in the paper.\n\n`synthetic.py`: codes for creating the synthetic networks, including the network mentioned in **part 4.1.2**.\n\nAlgorithm for both fixed and dynamic node numbers are implemented, but the one with varied community numbers is not, since I find it insufficient to implement with the information in the paper. Equation (9) and (10) would fail if the number of communities increases.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblmoistawinde%2Ffacetnet-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fblmoistawinde%2Ffacetnet-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblmoistawinde%2Ffacetnet-python/lists"}