{"id":19106329,"url":"https://github.com/zoccoler/napari-sklearn-decomposition","last_synced_at":"2026-06-04T16:31:41.172Z","repository":{"id":40478919,"uuid":"449239061","full_name":"zoccoler/napari-sklearn-decomposition","owner":"zoccoler","description":null,"archived":false,"fork":false,"pushed_at":"2022-09-16T08:06:23.000Z","size":50,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-22T10:17:28.609Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/zoccoler.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":"2022-01-18T10:28:46.000Z","updated_at":"2022-09-01T09:21:32.000Z","dependencies_parsed_at":"2022-08-09T21:40:41.629Z","dependency_job_id":null,"html_url":"https://github.com/zoccoler/napari-sklearn-decomposition","commit_stats":null,"previous_names":["jdeschamps/napari-sklearn-decomposition"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zoccoler/napari-sklearn-decomposition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zoccoler%2Fnapari-sklearn-decomposition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zoccoler%2Fnapari-sklearn-decomposition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zoccoler%2Fnapari-sklearn-decomposition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zoccoler%2Fnapari-sklearn-decomposition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zoccoler","download_url":"https://codeload.github.com/zoccoler/napari-sklearn-decomposition/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zoccoler%2Fnapari-sklearn-decomposition/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33914546,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-04T02:00:06.755Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-09T04:03:50.445Z","updated_at":"2026-06-04T16:31:41.137Z","avatar_url":"https://github.com/zoccoler.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# napari-sklearn-decomposition\n\u003c!-- Commenting these out because they dont work\n[![License](https://img.shields.io/pypi/l/napari-sklearn-decomposition.svg?color=green)](https://github.com/jdeschamps/napari-sklearn-decomposition/raw/main/LICENSE)\n[![PyPI](https://img.shields.io/pypi/v/napari-sklearn-decomposition.svg?color=green)](https://pypi.org/project/napari-sklearn-decomposition)\n[![Python Version](https://img.shields.io/pypi/pyversions/napari-sklearn-decomposition.svg?color=green)](https://python.org)\n[![tests](https://github.com/jdeschamps/napari-sklearn-decomposition/workflows/tests/badge.svg)](https://github.com/jdeschamps/napari-sklearn-decomposition/actions)\n[![codecov](https://codecov.io/gh/jdeschamps/napari-sklearn-decomposition/branch/main/graph/badge.svg)](https://codecov.io/gh/jdeschamps/napari-sklearn-decomposition)\n[![napari hub](https://img.shields.io/endpoint?url=https://api.napari-hub.org/shields/napari-sklearn-decomposition)](https://napari-hub.org/plugins/napari-sklearn-decomposition)\n--\u003e\n\nA simple plugin implementing selected matrix decomposition algorithms from [`sklearn.decomposition`](https://scikit-learn.org/stable/modules/classes.html#module-sklearn.decomposition) within napari. \nAlso includes the Olivetti sample data, for more info see [the sklearn example](https://scikit-learn.org/stable/auto_examples/decomposition/plot_faces_decomposition.html#sphx-glr-auto-examples-decomposition-plot-faces-decomposition-py). \nAt present, the following algorithms are implemented:\n1. [PCA](https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html)\n2. [NMF](https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html)\n3. [FastICA](https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.FastICA.html)\n\nIf you'd like another algorithm implemented, please [file an issue]. For more information about signal decomposition and these methods, see [the sklearn User Guide](https://scikit-learn.org/stable/modules/decomposition.html). \n\n----------------------------------\n\nThis [napari] plugin was generated with [Cookiecutter] using [@napari]'s [cookiecutter-napari-plugin] template.\n\n\u003c!--\nDon't miss the full getting started guide to set up your new package:\nhttps://github.com/napari/cookiecutter-napari-plugin#getting-started\n\nand review the napari docs for plugin developers:\nhttps://napari.org/plugins/stable/index.html\n--\u003e\n\n## Installation\n\nThis plugin is experimental and pre-alpha. At the moment you can only install from this repository.\n\nTo install latest development version :\n\n    pip install git+https://github.com/jdeschamps/napari-sklearn-decomposition.git\n\n\n## Contributing\n\nContributions are very welcome. Tests can be run with [tox], please ensure\nthe coverage at least stays the same before you submit a pull request.\n\n## License\n\nDistributed under the terms of the [BSD-3] license,\n\"napari-sklearn-decomposition\" is free and open source software\n\n## Issues\n\nIf you encounter any problems, please [file an issue] along with a detailed description.\n\n[napari]: https://github.com/napari/napari\n[Cookiecutter]: https://github.com/audreyr/cookiecutter\n[@napari]: https://github.com/napari\n[MIT]: http://opensource.org/licenses/MIT\n[BSD-3]: http://opensource.org/licenses/BSD-3-Clause\n[GNU GPL v3.0]: http://www.gnu.org/licenses/gpl-3.0.txt\n[GNU LGPL v3.0]: http://www.gnu.org/licenses/lgpl-3.0.txt\n[Apache Software License 2.0]: http://www.apache.org/licenses/LICENSE-2.0\n[Mozilla Public License 2.0]: https://www.mozilla.org/media/MPL/2.0/index.txt\n[cookiecutter-napari-plugin]: https://github.com/napari/cookiecutter-napari-plugin\n\n[file an issue]: https://github.com/jdeschamps/napari-sklearn-decomposition/issues\n\n[napari]: https://github.com/napari/napari\n[tox]: https://tox.readthedocs.io/en/latest/\n[pip]: https://pypi.org/project/pip/\n[PyPI]: https://pypi.org/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzoccoler%2Fnapari-sklearn-decomposition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzoccoler%2Fnapari-sklearn-decomposition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzoccoler%2Fnapari-sklearn-decomposition/lists"}