{"id":17784864,"url":"https://github.com/yu9824/ensemble_outlier_sample_detection","last_synced_at":"2025-04-01T22:42:48.351Z","repository":{"id":57426552,"uuid":"328482413","full_name":"yu9824/ensemble_outlier_sample_detection","owner":"yu9824","description":"A method for removing outlier samples.","archived":false,"fork":false,"pushed_at":"2021-07-15T07:29:57.000Z","size":5931,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-07T14:46:17.791Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://pypi.org/project/ensemble-outlier-sample-detection/0.1.0/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/yu9824.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}},"created_at":"2021-01-10T21:24:37.000Z","updated_at":"2021-07-15T07:30:00.000Z","dependencies_parsed_at":"2022-09-11T14:02:09.432Z","dependency_job_id":null,"html_url":"https://github.com/yu9824/ensemble_outlier_sample_detection","commit_stats":null,"previous_names":["yu-9824/ensemble_outlier_sample_detection"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yu9824%2Fensemble_outlier_sample_detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yu9824%2Fensemble_outlier_sample_detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yu9824%2Fensemble_outlier_sample_detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yu9824%2Fensemble_outlier_sample_detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yu9824","download_url":"https://codeload.github.com/yu9824/ensemble_outlier_sample_detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246724797,"owners_count":20823543,"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":"2024-10-27T08:06:48.930Z","updated_at":"2025-04-01T22:42:48.335Z","avatar_url":"https://github.com/yu9824.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Ensemble Outlier Sample Detection\n![python_badge](https://img.shields.io/pypi/pyversions/ensemble-outlier-sample-detection)\n![license_badge](https://img.shields.io/pypi/l/ensemble-outlier-sample-detection)\n![Total_Downloads_badge](https://pepy.tech/badge/ensemble-outlier-sample-detection)\n\nA method for removing outlier samples.\n\n## How to use.\nYou can see more details in the [example](https://github.com/yu9824/ensemble_outlier_sample_detection/tree/main/example).\n```python\nfrom ensemble_outlier_sample_detection import EnsembleOutlierSampleDetector\n\nelo = EnsembleOutlierSampleDetector(random_state = 334, n_jobs = -1)\nelo.fit(X, y)\nelo.outlier_support_    # boolean(np.ndarray)\n```\n\n## Reference\n### Paper\n* https://www.sciencedirect.com/science/article/abs/pii/S0169743917305919?via%3Dihub\n\n### Sites\n* https://github.com/hkaneko1985/ensemble_outlier_sample_detection\n* https://datachemeng.com/outlier_samples_detectionc_python/\n\n\n## LICENSE\nCopyright © 2021 yu9824\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n    http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyu9824%2Fensemble_outlier_sample_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyu9824%2Fensemble_outlier_sample_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyu9824%2Fensemble_outlier_sample_detection/lists"}