{"id":22225484,"url":"https://github.com/beliavsky/normalmix1d","last_synced_at":"2025-07-20T22:07:28.845Z","repository":{"id":254229878,"uuid":"845888873","full_name":"Beliavsky/NormalMix1D","owner":"Beliavsky","description":"Fit a univariate mixture of normals to simulated data using the EM algorithm","archived":false,"fork":false,"pushed_at":"2024-08-22T06:05:36.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-25T08:25:34.807Z","etag":null,"topics":["em-algorithm","finite-mixture","finite-mixture-models","gaussian-mixture-models","mixture-of-gaussians","mixture-of-normals"],"latest_commit_sha":null,"homepage":"","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/Beliavsky.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}},"created_at":"2024-08-22T05:57:18.000Z","updated_at":"2024-08-22T06:05:39.000Z","dependencies_parsed_at":"2024-08-22T06:52:45.369Z","dependency_job_id":"ae49ad64-783a-49be-9728-81ff117e2897","html_url":"https://github.com/Beliavsky/NormalMix1D","commit_stats":null,"previous_names":["beliavsky/normalmix1d"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Beliavsky/NormalMix1D","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Beliavsky%2FNormalMix1D","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Beliavsky%2FNormalMix1D/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Beliavsky%2FNormalMix1D/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Beliavsky%2FNormalMix1D/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Beliavsky","download_url":"https://codeload.github.com/Beliavsky/NormalMix1D/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Beliavsky%2FNormalMix1D/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266205646,"owners_count":23892495,"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":["em-algorithm","finite-mixture","finite-mixture-models","gaussian-mixture-models","mixture-of-gaussians","mixture-of-normals"],"created_at":"2024-12-03T00:18:03.997Z","updated_at":"2025-07-20T22:07:28.826Z","avatar_url":"https://github.com/Beliavsky.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NormalMix1D\nFit a univariate mixture of normals to simulated data using the EM algorithm, \"from scratch\".\n\nOutput of `python xfit_mix.py`:\n\n```\n#obs: 10000 \n#iter_em: 30\n\n              p1      p2      m1      m2     sd1     sd2\nGuessed:   0.5000  0.5000  0.0000  0.0000  1.0000  3.0000\n   True:   0.3000  0.7000  0.0000  5.0000  1.0000  1.5000\n Fitted:   0.3015  0.6985  0.0038  4.9650  0.9941  1.5060\n   Diff:   0.0015 -0.0015  0.0038 -0.0350 -0.0059  0.0060\n\n              p1      p2      m1      m2     sd1     sd2\nGuessed:   0.5000  0.5000  0.0000  0.0000  1.0000  3.0000\n   True:   0.3000  0.7000  0.0000  5.0000  1.0000  1.5000\n Fitted:   0.3049  0.6951  0.0309  4.9970  0.9739  1.5032\n   Diff:   0.0049 -0.0049  0.0309 -0.0030 -0.0261  0.0032\n\n              p1      p2      m1      m2     sd1     sd2\nGuessed:   0.5000  0.5000  0.0000  0.0000  1.0000  3.0000\n   True:   0.3000  0.7000  0.0000  5.0000  1.0000  1.5000\n Fitted:   0.2991  0.7009 -0.0105  4.9854  0.9925  1.5317\n   Diff:  -0.0009  0.0009 -0.0105 -0.0146 -0.0075  0.0317\n\ntime elapsed (s):  0.062\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeliavsky%2Fnormalmix1d","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbeliavsky%2Fnormalmix1d","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeliavsky%2Fnormalmix1d/lists"}