[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-9858":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":17,"stars30d":18,"stars90d":16,"forks30d":16,"starsTrendScore":19,"compositeScore":20,"rankGlobal":10,"rankLanguage":10,"license":21,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":24,"hasPages":22,"topics":25,"createdAt":10,"pushedAt":10,"updatedAt":32,"readmeContent":33,"aiSummary":34,"trendingCount":16,"starSnapshotCount":16,"syncStatus":35,"lastSyncTime":36,"discoverSource":37},9858,"shogun","shogun-toolbox\u002Fshogun","shogun-toolbox","Shōgun","http:\u002F\u002Fshogun-toolbox.org",null,"C++",3068,1031,208,413,0,1,4,3,31.04,"BSD 3-Clause \"New\" or \"Revised\" License",false,"develop",true,[26,27,28,29,30,31],"artificial-intelligence","c-plus-plus","cmake","data-science","machine-learning","swig","2026-06-12 02:02:13","# The SHOGUN machine learning toolbox\n-------------------------------------\n\nUnified and efficient Machine Learning since 1999.\n\nLatest release:\n\n[![Release](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Frelease\u002Fshogun-toolbox\u002Fshogun.svg)](https:\u002F\u002Fgithub.com\u002Fshogun-toolbox\u002Fshogun\u002Freleases\u002Flatest)\n\nCite Shogun:\n\n[![DOI](https:\u002F\u002Fzenodo.org\u002Fbadge\u002F1555094.svg)](https:\u002F\u002Fzenodo.org\u002Fbadge\u002Flatestdoi\u002F1555094)\n\nDevelop branch build status:\n\n[![Build status](https:\u002F\u002Fdev.azure.com\u002Fshogunml\u002Fshogun\u002F_apis\u002Fbuild\u002Fstatus\u002Fshogun-CI)](https:\u002F\u002Fdev.azure.com\u002Fshogunml\u002Fshogun\u002F_build\u002Flatest?definitionId=-1)\n[![codecov](https:\u002F\u002Fcodecov.io\u002Fgh\u002Fshogun-toolbox\u002Fshogun\u002Fbranch\u002Fdevelop\u002Fgraph\u002Fbadge.svg)](https:\u002F\u002Fcodecov.io\u002Fgh\u002Fshogun-toolbox\u002Fshogun)\n\nDonate to Shogun via NumFocus:\n\n[![Powered by NumFOCUS](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fpowered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](http:\u002F\u002Fnumfocus.org)\n\n\nBuildbot: https:\u002F\u002Fbuildbot.shogun.ml.\n\n * See [doc\u002Freadme\u002FABOUT.md](doc\u002Freadme\u002FABOUT.md) for a project description.\n * See [doc\u002Freadme\u002FINSTALL.md](doc\u002Freadme\u002FINSTALL.md) for installation instructions.\n * See [doc\u002Freadme\u002FINTERFACES.md](doc\u002Freadme\u002FINTERFACES.md) for calling Shogun from its interfaces.\n * See [doc\u002Freadme\u002FEXAMPLES.md](doc\u002Freadme\u002FEXAMPLES.md) for details on creating API examples.\n * See [doc\u002Freadme\u002FDEVELOPING.md](doc\u002Freadme\u002FDEVELOPING.md) for how to hack Shogun.\n \n * See [API examples](http:\u002F\u002Fshogun.ml\u002Fexamples) for all interfaces.\n * See [the wiki](https:\u002F\u002Fgithub.com\u002Fshogun-toolbox\u002Fshogun\u002Fwiki\u002F) for extended developer information.\n\n## Interfaces\n-------------\n\nShogun is implemented in C++ and offers automatically generated, unified interfaces to Python, Octave, Java \u002F 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\u002FScala        | *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:\u002F\u002Fshogun.ml\u002Fexamples) for examples in all languages.\n\n## Platforms\n------------\n\nShogun is supported under GNU\u002FLinux, 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\u002Freadme, 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\u002Flicense\u002FLICENSE.md), with\noptional GPL3 components.\nSee [doc\u002Flicenses](doc\u002Flicense) for details.\n","Shogun 是一个自1999年起持续开发的统一且高效的机器学习工具箱。它以C++为核心实现，并提供了Python、Octave、Java\u002FScala、Ruby、C#、R等多种语言的自动生成功能接口，支持广泛的编程环境。该项目具备强大的数据处理能力，能够执行多种机器学习算法，包括但不限于分类、回归、聚类等任务。特别适合需要跨平台及多语言支持的数据科学项目或研究工作使用，无论是学术界还是工业界的机器学习应用都能从中受益。",2,"2026-06-11 03:25:06","top_topic"]