{"id":13419761,"url":"https://github.com/shogun-toolbox/shogun","last_synced_at":"2025-05-16T00:07:28.802Z","repository":{"id":43190020,"uuid":"1555094","full_name":"shogun-toolbox/shogun","owner":"shogun-toolbox","description":"Shōgun","archived":false,"fork":false,"pushed_at":"2023-12-19T18:37:18.000Z","size":74465,"stargazers_count":3039,"open_issues_count":427,"forks_count":1034,"subscribers_count":213,"default_branch":"develop","last_synced_at":"2025-04-08T11:11:10.751Z","etag":null,"topics":["artificial-intelligence","c-plus-plus","cmake","data-science","machine-learning","swig"],"latest_commit_sha":null,"homepage":"http://shogun-toolbox.org","language":"C++","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/shogun-toolbox.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","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},"funding":{"github":"numfocus","patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"custom":"https://numfocus.org/donate-to-shogun"}},"created_at":"2011-04-01T10:44:32.000Z","updated_at":"2025-04-06T16:31:22.000Z","dependencies_parsed_at":"2024-01-08T21:18:57.381Z","dependency_job_id":null,"html_url":"https://github.com/shogun-toolbox/shogun","commit_stats":{"total_commits":15050,"total_committers":261,"mean_commits":"57.662835249042146","dds":0.7514285714285714,"last_synced_commit":"9b8d856971af5a295dd6ad70623ae45647a6334c"},"previous_names":[],"tags_count":52,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shogun-toolbox%2Fshogun","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shogun-toolbox%2Fshogun/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shogun-toolbox%2Fshogun/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shogun-toolbox%2Fshogun/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shogun-toolbox","download_url":"https://codeload.github.com/shogun-toolbox/shogun/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254442854,"owners_count":22071878,"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":["artificial-intelligence","c-plus-plus","cmake","data-science","machine-learning","swig"],"created_at":"2024-07-30T22:01:20.464Z","updated_at":"2025-05-16T00:07:23.759Z","avatar_url":"https://github.com/shogun-toolbox.png","language":"C++","readme":"# The SHOGUN machine learning toolbox\n-------------------------------------\n\nUnified and efficient Machine Learning since 1999.\n\nLatest release:\n\n[![Release](https://img.shields.io/github/release/shogun-toolbox/shogun.svg)](https://github.com/shogun-toolbox/shogun/releases/latest)\n\nCite Shogun:\n\n[![DOI](https://zenodo.org/badge/1555094.svg)](https://zenodo.org/badge/latestdoi/1555094)\n\nDevelop branch build status:\n\n[![Build status](https://dev.azure.com/shogunml/shogun/_apis/build/status/shogun-CI)](https://dev.azure.com/shogunml/shogun/_build/latest?definitionId=-1)\n[![codecov](https://codecov.io/gh/shogun-toolbox/shogun/branch/develop/graph/badge.svg)](https://codecov.io/gh/shogun-toolbox/shogun)\n\nDonate to Shogun via NumFocus:\n\n[![Powered by NumFOCUS](https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat\u0026colorA=E1523D\u0026colorB=007D8A)](http://numfocus.org)\n\n\nBuildbot: https://buildbot.shogun.ml.\n\n * See [doc/readme/ABOUT.md](doc/readme/ABOUT.md) for a project description.\n * See [doc/readme/INSTALL.md](doc/readme/INSTALL.md) for installation instructions.\n * See [doc/readme/INTERFACES.md](doc/readme/INTERFACES.md) for calling Shogun from its interfaces.\n * See [doc/readme/EXAMPLES.md](doc/readme/EXAMPLES.md) for details on creating API examples.\n * See [doc/readme/DEVELOPING.md](doc/readme/DEVELOPING.md) for how to hack Shogun.\n \n * See [API examples](http://shogun.ml/examples) for all interfaces.\n * See [the wiki](https://github.com/shogun-toolbox/shogun/wiki/) for extended developer information.\n\n## Interfaces\n-------------\n\nShogun is implemented in C++ and offers automatically generated, unified interfaces to Python, Octave, Java / Scala, Ruby, C#, R, Lua. We are currently working on adding more languages including JavaScript, D, and Matlab.\n\n|    Interface     |     Status                                                |\n|:----------------:|-----------------------------------------------------------|\n|Python            | *mature* (no known problems)                              |\n|Octave            | *mature* (no known problems)                              |\n|Java/Scala        | *stable* (no known problems)                              |\n|Ruby              | *stable* (no known problems)                              |\n|C#                | *stable* (no known problems)                              |\n|R                 | *beta*   (most examples work, static calls unavailable)   |\n|Perl              | *pre-alpha* (work in progress quality)                    |\n|JS                | *pre-alpha* (work in progress quality)                    |\n\nSee [our website](http://shogun.ml/examples) for examples in all languages.\n\n## Platforms\n------------\n\nShogun is supported under GNU/Linux, MacOSX, FreeBSD, and Windows.\n\n## Directory Contents\n---------------------\n\nThe following directories are found in the source distribution.\nNote that some folders are submodules that can be checked out with\n`git submodule update --init`.\n\n- *src* - source code, separated into C++ source and interfaces\n- *doc* - readmes (doc/readme, submodule), Jupyter notebooks, cookbook (API examples), licenses\n- *examples* - example files for all interfaces\n- *data* - data sets (submodule, required for examples)\n- *tests* - unit tests and continuous integration of interface examples\n- *applications* - applications of SHOGUN (outdated)\n- *benchmarks* - speed benchmarks\n- *cmake* - cmake build scripts\n\n## License\n----------\nShogun is distributed under [BSD 3-clause license](doc/license/LICENSE.md), with\noptional GPL3 components.\nSee [doc/licenses](doc/license) for details.\n","funding_links":["https://github.com/sponsors/numfocus","https://numfocus.org/donate-to-shogun"],"categories":["TODO scan for Android support in followings","Machine Learning","机器学习框架","C++","其他_机器学习与深度学习","Python","进程间通信","机器学习","Uncategorized","Machine Learning Libraries"],"sub_categories":["General Purpose Machine Learning","机器学习","Tools","[Tools](#tools-1)","Speech Recognition","Uncategorized","Frameworks"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshogun-toolbox%2Fshogun","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshogun-toolbox%2Fshogun","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshogun-toolbox%2Fshogun/lists"}