{"id":26696736,"url":"https://github.com/cleanlab/cleanvision-examples","last_synced_at":"2025-04-13T03:28:00.709Z","repository":{"id":81172073,"uuid":"600160666","full_name":"cleanlab/cleanvision-examples","owner":"cleanlab","description":"Notebooks demonstrating example applications of the cleanvision library","archived":false,"fork":false,"pushed_at":"2024-02-13T19:06:58.000Z","size":13109,"stargazers_count":15,"open_issues_count":2,"forks_count":1,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-03-26T20:34:46.133Z","etag":null,"topics":["cleanvision"],"latest_commit_sha":null,"homepage":"https://github.com/cleanlab/cleanvision/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cleanlab.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,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-02-10T18:10:11.000Z","updated_at":"2024-11-08T17:03:05.000Z","dependencies_parsed_at":"2024-02-13T20:25:09.485Z","dependency_job_id":"bbd08710-7f07-420c-9052-82bf45d81b7d","html_url":"https://github.com/cleanlab/cleanvision-examples","commit_stats":null,"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cleanlab%2Fcleanvision-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cleanlab%2Fcleanvision-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cleanlab%2Fcleanvision-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cleanlab%2Fcleanvision-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cleanlab","download_url":"https://codeload.github.com/cleanlab/cleanvision-examples/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248659180,"owners_count":21141091,"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":["cleanvision"],"created_at":"2025-03-26T20:27:38.890Z","updated_at":"2025-04-13T03:28:00.675Z","avatar_url":"https://github.com/cleanlab.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cleanvision-examples\n\nThe notebooks in this repository demonstrate example applications\nof the [CleanVision](https://github.com/cleanlab/cleanvision/) package on various datasets including:\n\n- [Caltech-256](caltech256.ipynb)\n- [Caltech-UCSD Birds-200-2011 (CUB-200-2011)](cub200.ipynb)\n- [CIFAR10](cifar10.ipynb)\n- [Food-101](food101.ipynb)\n\nFor a quick-start tutorial on how to use CleanVision, first check out the [Tutorials](https://cleanvision.readthedocs.io/en/latest/tutorials/tutorial.html#)\n\n[cloud_dataset.ipynb](cloud_dataset.ipynb) demonstrates how to run CleanVision on a cloud dataset in [AWS S3](https://aws.amazon.com/s3/)  storage as well as instructions for datasets stored in [Azure](https://azure.microsoft.com/en-us/products/storage/blobs/) or [GCP](https://cloud.google.com/storage).\n\n## Installation\n\nYou can install the most recent stable version of the package via\n\n```shell\npip install cleanvision\n```\n\nMore information on installation can be found [here](https://cleanvision.readthedocs.io/en/latest/#installation).\n\nSome recently-added examples may require the developer version of the package, which you can install via:\n\n```shell\npip install git+https://github.com/cleanlab/cleanvision.git\n```\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcleanlab%2Fcleanvision-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcleanlab%2Fcleanvision-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcleanlab%2Fcleanvision-examples/lists"}