{"id":13696505,"url":"https://github.com/Arnie0426/FastDTM","last_synced_at":"2025-05-03T17:31:32.238Z","repository":{"id":93379533,"uuid":"79177073","full_name":"Arnie0426/FastDTM","owner":"Arnie0426","description":"Repo for MCMC based Dynamic Topic Model","archived":false,"fork":false,"pushed_at":"2017-09-02T06:07:57.000Z","size":2786,"stargazers_count":14,"open_issues_count":2,"forks_count":7,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-08-03T18:21:02.804Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","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/Arnie0426.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,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2017-01-17T01:49:28.000Z","updated_at":"2023-12-29T17:38:12.000Z","dependencies_parsed_at":"2023-07-03T20:00:21.140Z","dependency_job_id":null,"html_url":"https://github.com/Arnie0426/FastDTM","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Arnie0426%2FFastDTM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Arnie0426%2FFastDTM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Arnie0426%2FFastDTM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Arnie0426%2FFastDTM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Arnie0426","download_url":"https://codeload.github.com/Arnie0426/FastDTM/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224369565,"owners_count":17299923,"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":[],"created_at":"2024-08-02T18:00:41.532Z","updated_at":"2024-11-13T00:30:36.275Z","avatar_url":"https://github.com/Arnie0426.png","language":"C++","funding_links":[],"categories":["Models"],"sub_categories":["Dynamic Topic Model (DTM) [:page_facing_up:](https://dl.acm.org/doi/pdf/10.1145/1143844.1143859)"],"readme":"# FastDTM\nRepo for MCMC based Dynamic Topic Model.\n\nThis code has Eigen dependency. Before running this code, please make sure you update the CMakeLists to include the Eigen directory. All of this research was done at Tsinghua University in the [TSAIL](http://ml.cs.tsinghua.edu.cn/) group.\n\n### To-do list\n\n- [ ] Multithreaded implementation.\n- [ ] Create Python wrapper for the code for easier usage.\n- [ ] Create a DTM python module that can be easily pip installed.\n\n### License\n\u003cp\u003eMIT\u003c/p\u003e\n\n### Reference\n\nIf you find this implementation useful, please cite:\nA Bhadury, J Chen, J Zhu, and Shixia Liu. Scaling up Dynamic Topic Models. In Proceedings of\nthe 25th International Conference on the World Wide Web, 2016. \u003chttps://arxiv.org/pdf/1602.06049.pdf\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FArnie0426%2FFastDTM","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FArnie0426%2FFastDTM","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FArnie0426%2FFastDTM/lists"}