{"id":18777198,"url":"https://github.com/scikit-activeml/openml-scikit-activeml","last_synced_at":"2025-12-16T18:30:15.735Z","repository":{"id":109352254,"uuid":"604520240","full_name":"scikit-activeml/openml-scikit-activeml","owner":"scikit-activeml","description":null,"archived":false,"fork":false,"pushed_at":"2023-10-30T16:06:23.000Z","size":295,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-29T09:44:11.439Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/scikit-activeml.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":"2023-02-21T08:29:24.000Z","updated_at":"2023-05-04T16:38:48.000Z","dependencies_parsed_at":"2023-10-17T00:11:25.584Z","dependency_job_id":"d5b593cc-ac72-48b0-81e9-e07d559f1386","html_url":"https://github.com/scikit-activeml/openml-scikit-activeml","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/scikit-activeml%2Fopenml-scikit-activeml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-activeml%2Fopenml-scikit-activeml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-activeml%2Fopenml-scikit-activeml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scikit-activeml%2Fopenml-scikit-activeml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scikit-activeml","download_url":"https://codeload.github.com/scikit-activeml/openml-scikit-activeml/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239687419,"owners_count":19680728,"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":"2024-11-07T20:09:04.542Z","updated_at":"2025-12-16T18:30:15.287Z","avatar_url":"https://github.com/scikit-activeml.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# scikit-activeml Extension for OpenML python\n\nThis is a work in progress and not compatible with [openml-python](https://github.com/openml/openml-python), yet.\nIf you are interested in testing it, use the following [openml-python fork](https://github.com/scikit-activeml/openml-python-OpenMLActiveClassificationTask) which supports OpenMLActiveClassificationTask and try it out on the openml test server (call `openml.config.start_using_configuration_for_example()` after importing openml).\n\n## Open Issues to be Discussed with OpenML\n- How to differ between extensions? Currently, scikit-learn checks only for the dependencies via `_is_sklearn_flow` \nin the file `openml.extensions.sklearn.extension.py`.\n- We cannot store the results of the individual active learning cycles. Currently, we use the `user_defined_measures`\nto store these results (budget, predictions, probabilities over the cycles). As a result, we needed to modify the \nhandling of list via `_to_dict` in the file `openml.runs.run.py`. Particularly, we replace lists with the value `0`. \nResults are not contained in the `.xml` file as description of the run.\n- The datasplits are again not available for active learning tasks, likely due to a switch of the test openml to \nanother branch.\n- Where do we can add outputs/results specific to a certain learning task?\n- How are flows compared to each other or matched?\n\n\n\n\n## Open Issues to be Discussed with Scikit-ActiveML\n- How to deal with utility scores and subsampling? ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscikit-activeml%2Fopenml-scikit-activeml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscikit-activeml%2Fopenml-scikit-activeml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscikit-activeml%2Fopenml-scikit-activeml/lists"}