{"id":28472398,"url":"https://github.com/sahithyaravi/openml-topic-model","last_synced_at":"2025-07-02T00:31:04.226Z","repository":{"id":200930278,"uuid":"216767683","full_name":"sahithyaravi/openml-topic-model","owner":"sahithyaravi","description":null,"archived":false,"fork":false,"pushed_at":"2021-07-14T13:07:05.000Z","size":12466,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-07T11:13:55.176Z","etag":null,"topics":["openml"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/sahithyaravi.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}},"created_at":"2019-10-22T08:54:39.000Z","updated_at":"2021-07-14T13:07:07.000Z","dependencies_parsed_at":null,"dependency_job_id":"f87ea272-5956-434a-993e-72efcb9ba966","html_url":"https://github.com/sahithyaravi/openml-topic-model","commit_stats":null,"previous_names":["sahithyaravi/openml-topic-model"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sahithyaravi/openml-topic-model","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sahithyaravi%2Fopenml-topic-model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sahithyaravi%2Fopenml-topic-model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sahithyaravi%2Fopenml-topic-model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sahithyaravi%2Fopenml-topic-model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sahithyaravi","download_url":"https://codeload.github.com/sahithyaravi/openml-topic-model/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sahithyaravi%2Fopenml-topic-model/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263055890,"owners_count":23406788,"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":["openml"],"created_at":"2025-06-07T11:11:34.762Z","updated_at":"2025-07-02T00:31:04.215Z","avatar_url":"https://github.com/sahithyaravi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# openml-topic-model\n \nWe have about 40,000 datasets on OpenML.  We would like to group these datasets into topics, based on the description of the datasets.\n\nIn this repo:\n- The data folder contains the latest version of the downloaded descriptions.\n- The src folder has the source code for obtaining the dataset descriptions (getdata.py),\npreprocessing and creating a pre-processed dataframe(preprocess.py) and algorithms for performing \ntopic modeling (model.py). utils.py and preprocess.py have helper functions which are used by the other files.\n\n- The config.py files allows you to configure whether the dataset needs to be downloaded again (DOWNLOAD_DATASET_AGAIN),\nwhether it needs to be preprocessed again and also allows you to configure the preprocessing methods.\n- Once the parameters are configured in config.py, the model can be run using run_model.py and the results should be available in the results folder.\n- We currently support LDA with different parameters and seeded LDA. Support for contextualized topic models will be added soon.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsahithyaravi%2Fopenml-topic-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsahithyaravi%2Fopenml-topic-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsahithyaravi%2Fopenml-topic-model/lists"}