{"id":13482997,"url":"https://github.com/biolab/orange3","last_synced_at":"2025-05-14T07:07:31.319Z","repository":{"id":7070924,"uuid":"8357227","full_name":"biolab/orange3","owner":"biolab","description":"🍊 :bar_chart: :bulb: Orange: Interactive data analysis","archived":false,"fork":false,"pushed_at":"2025-04-26T08:17:40.000Z","size":102969,"stargazers_count":5163,"open_issues_count":173,"forks_count":1053,"subscribers_count":186,"default_branch":"master","last_synced_at":"2025-05-07T06:17:22.183Z","etag":null,"topics":["classification","clustering","data-mining","data-science","data-visualization","decision-trees","machine-learning","numpy","orange","orange3","pandas","plotting","python","random-forest","regression","scikit-learn","scipy","visual-programming","visualization"],"latest_commit_sha":null,"homepage":"https://orangedatamining.com","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/biolab.png","metadata":{"files":{"readme":"README-dev.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":"biolab","patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"custom":null}},"created_at":"2013-02-22T12:52:56.000Z","updated_at":"2025-05-07T04:06:51.000Z","dependencies_parsed_at":"2023-09-29T00:22:00.787Z","dependency_job_id":"c183100c-664d-4f43-88e4-52585a0925ed","html_url":"https://github.com/biolab/orange3","commit_stats":{"total_commits":11435,"total_committers":128,"mean_commits":89.3359375,"dds":0.7821600349803236,"last_synced_commit":"9497b3943e7c4975fd99a8dc394d44b9c64fa2c8"},"previous_names":[],"tags_count":77,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biolab%2Forange3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/biolab","download_url":"https://codeload.github.com/biolab/orange3/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254092648,"owners_count":22013290,"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":["classification","clustering","data-mining","data-science","data-visualization","decision-trees","machine-learning","numpy","orange","orange3","pandas","plotting","python","random-forest","regression","scikit-learn","scipy","visual-programming","visualization"],"created_at":"2024-07-31T17:01:07.340Z","updated_at":"2025-05-14T07:07:31.292Z","avatar_url":"https://github.com/biolab.png","language":"Python","readme":"Orange development\n==================\n\nThe source code of [Orange] is versioned in [Git] and hosted on [GitHub]. \nIf you want to contribute to this open-source project you will have to use git. However, for minor experimentation with the source code you can also get by without. \n\n[Orange]: https://orange.biolab.si/\n[Git]: https://git-scm.com/\n[GitHub]: https://github.com/biolab/orange\n\nPrerequisites\n-------------\n\n[Orange] is written mostly in Python, therefore you'll need [Python 3] version 3.6 or newer.\n\nYou will also need a C/C++ compiler. On Windows, you can get one by installing [Visual Studio].\nA slightly more \"minimalistic\" option is to install only its [Build Tools].\n\n[Python 3]: https://www.python.org\n[Visual Studio]: https://visualstudio.microsoft.com/vs/\n[Build Tools]: https://visualstudio.microsoft.com/visual-cpp-build-tools/\n\nSource code\n-----------\n\nGet the source code by cloning the git repository\n\n    git clone https://github.com/biolab/orange3.git\n\nor, alternatively, download and unpack the [ZIP archive] of the source code from [GitHub].\n\n[ZIP archive]: https://github.com/biolab/orange3/archive/master.zip\n\nBuilding\n--------\n\nConsider using virtual environments to avoid package conflicts. \n\nInstall the required Python packages\n\n    pip install -r requirements.txt\n    \nand run the setup script with a development option, which will link to the source code instead of creating a new package in Python's site-packages.\n\n    python setup.py develop\n    \nVerify the installation by importing the Orange package from Python and loading an example Iris dataset.\n\n    \u003e\u003e\u003e import Orange\n    \u003e\u003e\u003e print(Orange.data.Table(\"iris\")[0])\n    [5.1, 3.5, 1.4, 0.2 | Iris-setosa]\n\nUsing the graphic user interface requires some additional packages.\n\n    pip install -r requirements-gui.txt\n\nTo start Orange GUI from the command line, run:\n\n    python3 -m Orange.canvas\n\nContributing\n------------\n\nIf you've made improvements that you want to contribute, you'll need your own fork of the [GitHub] repository. After committing and pushing changes to your fork, you can create a pull request. We will review your contribution and hopefully merge it after any potential corrections. \n\nYou can view the list of open [pull requests] and known [issues] on GitHub.\n\n[pull requests]: https://github.com/biolab/orange3/pulls\n[issues]: https://github.com/biolab/orange3/issues\n","funding_links":["https://github.com/sponsors/biolab"],"categories":["\u003ca id=\"tag-science\" href=\"#tag-science\"\u003eScience\u003c/a\u003e","Python","data-visualization","其他_机器学习与深度学习","Uncategorized"],"sub_categories":["Uncategorized"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbiolab%2Forange3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbiolab%2Forange3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbiolab%2Forange3/lists"}