{"id":13696381,"url":"https://github.com/lettier/lda-topic-modeling","last_synced_at":"2025-10-07T14:09:15.347Z","repository":{"id":39717239,"uuid":"120061225","full_name":"lettier/lda-topic-modeling","owner":"lettier","description":"A PureScript, browser-based implementation of LDA topic modeling.","archived":false,"fork":false,"pushed_at":"2018-03-02T04:20:10.000Z","size":112,"stargazers_count":104,"open_issues_count":2,"forks_count":17,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-19T03:17:03.854Z","etag":null,"topics":["bayesian","bulma","bulma-css","clustering","data-science","functional-programming","gibbs-sampling","latent-dirichlet-allocation","lda","machine-learning","machine-learning-algorithms","natural-language-processing","nlp","nlp-machine-learning","purescript","reactive","reactive-programming","text-mining","thermite","topic-modeling"],"latest_commit_sha":null,"homepage":"https://lettier.com/lda-topic-modeling","language":"PureScript","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/lettier.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-02-03T05:05:33.000Z","updated_at":"2024-12-16T10:12:38.000Z","dependencies_parsed_at":"2022-09-19T10:02:05.228Z","dependency_job_id":null,"html_url":"https://github.com/lettier/lda-topic-modeling","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lettier/lda-topic-modeling","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lettier%2Flda-topic-modeling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lettier%2Flda-topic-modeling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lettier%2Flda-topic-modeling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lettier%2Flda-topic-modeling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lettier","download_url":"https://codeload.github.com/lettier/lda-topic-modeling/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lettier%2Flda-topic-modeling/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263046593,"owners_count":23405225,"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":["bayesian","bulma","bulma-css","clustering","data-science","functional-programming","gibbs-sampling","latent-dirichlet-allocation","lda","machine-learning","machine-learning-algorithms","natural-language-processing","nlp","nlp-machine-learning","purescript","reactive","reactive-programming","text-mining","thermite","topic-modeling"],"created_at":"2024-08-02T18:00:39.041Z","updated_at":"2025-10-07T14:09:10.314Z","avatar_url":"https://github.com/lettier.png","language":"PureScript","funding_links":[],"categories":["Models"],"sub_categories":["Latent Dirichlet Allocation (LDA) [:page_facing_up:](https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf)"],"readme":"![LDA Topic Modeling](static/png/screenshot.png)\n\n# LDA Topic Modeling\n\nA PureScript, browser-based implementation of latent Dirichlet allocation (LDA) topic modeling.\nAble to take in two or more documents and soft cluster them by up to four topics.  \n\nTry it at [lettier.com/lda-topic-modeling](http://www.lettier.com/lda-topic-modeling/).\nRead more about [LDA](https://medium.com/@lettier/how-does-lda-work-ill-explain-using-emoji-108abf40fa7d).\n\n## Build and Run\n\n```bash\n# Install Git.\ngit clone git@github.com:lettier/lda-topic-modeling.git\ncd lda-topic-modeling\n# Install nvm and npm.\nnvm use\nnpm install -g bower\nnpm install\nbower install\nnpm run build\ncd build/\nnohup python -m http.server \u0026\u003e /dev/null \u0026\npython -mwebbrowser http://localhost:8000\n```\n\n## Copyright\n\n(C) 2018 David Lettier  \n[lettier.com](http://www.lettier.com/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flettier%2Flda-topic-modeling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flettier%2Flda-topic-modeling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flettier%2Flda-topic-modeling/lists"}