[{"data":1,"prerenderedAt":511},["ShallowReactive",2],{"repo-lightgbm-org-lightgbm":3,"i18n-lightgbm-org-lightgbm-zh-CN":508},{"mirrorPool":4,"detail":13},[5,9],{"key":6,"label":7,"base":8,"type":6},"github","mirror.github","https:\u002F\u002Fgithub.com\u002F",{"key":10,"label":11,"base":12,"type":10},"auto-proxy","mirror.autoProxy","https:\u002F\u002Fgithub.xxlab.tech\u002F",{"owner":14,"repo":15,"repoId":16,"repoUrl":17,"starCount":18,"language":19,"description":20,"languages":21,"screenshots":32,"homepage":33,"pushedAt":34,"ownerAvatar":35,"ownerName":36,"ownerBio":36,"lastSyncTime":37,"lastReleaseTime":38,"tags":39,"license":53,"category":54,"subgroup":55,"releases":56},"lightgbm-org","LightGBM",64991887,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM",18818,"C++","A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.",{"C++":22,"Python":23,"R":24,"Cuda":25,"C":26,"Shell":27,"CMake":28,"PowerShell":29,"SWIG":29,"M4":30,"Dockerfile":31},48.9,24.7,11.5,8.1,3,1.6,1.1,0.6,0.1,0,[],"https:\u002F\u002Flightgbm.readthedocs.io\u002Fen\u002Flatest\u002F","2026-09-27","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F266222920?v=4","","2026-09-28T15:12:37.545581+00:00","2026-07-18T20:20:12Z",[40,41,42,43,44,45,46,47,48,49,50,51,52],"data-mining","decision-trees","distributed","gbdt","gbm","gbrt","gradient-boosting","kaggle","lightgbm","machine-learning","parallel","python","r","MIT","ai","机器学习框架",[57,133,198,257,308,362,407,459],{"tag":58,"publishAt":38,"semVer":59,"prerelease":62,"assets":63},"v4.7.0",[60,61,31],4,7,false,[64,70,76,81,87,93,98,104,110,116,122,128],{"fileName":65,"sizeMb":66,"sha256":67,"downloadCount":68,"originUrl":69},"lightgbm-4.7.0-py3-none-macosx_10_15_x86_64.whl",1.79,"dfc1cfe8e760387be1e7ba7a214688be21fdff96e4ed9749188f83e1877c2477",29,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0-py3-none-macosx_10_15_x86_64.whl",{"fileName":71,"sizeMb":72,"sha256":73,"downloadCount":74,"originUrl":75},"lightgbm-4.7.0-py3-none-macosx_12_0_arm64.whl",1.43,"129535462686f274df179133643118c5c5c5667167fe6c3a28d955f0b3c8e868",28,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0-py3-none-macosx_12_0_arm64.whl",{"fileName":77,"sizeMb":78,"sha256":79,"downloadCount":68,"originUrl":80},"lightgbm-4.7.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl",3.19,"d4529acec5c6fefe4768302a529707d0ead90f6a6f42df694b856212e09695b8","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl",{"fileName":82,"sizeMb":83,"sha256":84,"downloadCount":85,"originUrl":86},"lightgbm-4.7.0-py3-none-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl",3.31,"d23e922acd891e77212e4d0fbcee9ba973c96dee479491341d05ba595357ebb7",60,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0-py3-none-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl",{"fileName":88,"sizeMb":89,"sha256":90,"downloadCount":91,"originUrl":92},"lightgbm-4.7.0-py3-none-win_amd64.whl",1.3,"f42d1e5b32b6f170e606d7c689c6165671da98d7bf37f1addec2623efc8740c9",68,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0-py3-none-win_amd64.whl",{"fileName":94,"sizeMb":95,"sha256":96,"downloadCount":68,"originUrl":97},"lightgbm-4.7.0-r-cran.tar.gz",1.64,"a6f46e97301211ca5a81be1b8c58fe5ca35b760a46d86afc95b3bc1f8be7f824","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0-r-cran.tar.gz",{"fileName":99,"sizeMb":100,"sha256":101,"downloadCount":102,"originUrl":103},"lightgbm-4.7.0.tar.gz",1.71,"f8e20f682c9aabd000bcf4a7ed8aa6f473c1adfecccae34ec24e823d156f4af0",88,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm-4.7.0.tar.gz",{"fileName":105,"sizeMb":106,"sha256":107,"downloadCount":108,"originUrl":109},"LightGBM-complete_source_code_tar_gz.tar.gz",27.59,"cfcad32ac96e4683240d736f328d17f1471aae3e5049a669ebec540d64706915",112,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":111,"sizeMb":112,"sha256":113,"downloadCount":114,"originUrl":115},"lightgbm.exe",3.39,"d729041792bf885ae1ed6f6c4fa4531f7d5b48024af7c5820aeb22ec87733da5",192,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":118,"sha256":119,"downloadCount":120,"originUrl":121},"lightgbmlib_linux.jar",3.18,"388f40517265d3fff02e5ec66d92ea63a4eefce676cc799fc1a6cfdd20f4cc86",19,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":124,"sha256":125,"downloadCount":126,"originUrl":127},"lightgbmlib_macos.jar",1.82,"fb04632427375522ab6ae5ab57d4d64225b402fadca86af0a7dd2062e69ecc68",13,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":130,"sha256":131,"downloadCount":120,"originUrl":132},"lightgbmlib_win.jar",1.24,"a15b05fd7212ea3a1bca514d4bc24df8bee49c24c9a9014db6b76eab935c01c4","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.7.0\u002Flightgbmlib_win.jar",{"tag":134,"publishAt":135,"semVer":136,"prerelease":62,"assets":138},"v4.6.0","2025-02-15T03:46:41Z",[60,137,31],6,[139,144,149,154,159,164,169,174,178,183,187,191,194],{"fileName":140,"sizeMb":141,"sha256":36,"downloadCount":142,"originUrl":143},"lightgbm-4.6.0-py3-none-macosx_10_15_x86_64.whl",1.92,131,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0-py3-none-macosx_10_15_x86_64.whl",{"fileName":145,"sizeMb":146,"sha256":36,"downloadCount":147,"originUrl":148},"lightgbm-4.6.0-py3-none-macosx_12_0_arm64.whl",1.52,207,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0-py3-none-macosx_12_0_arm64.whl",{"fileName":150,"sizeMb":151,"sha256":36,"downloadCount":152,"originUrl":153},"lightgbm-4.6.0-py3-none-manylinux2014_aarch64.whl",3.29,129,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0-py3-none-manylinux2014_aarch64.whl",{"fileName":155,"sizeMb":156,"sha256":36,"downloadCount":157,"originUrl":158},"lightgbm-4.6.0-py3-none-manylinux_2_28_x86_64.whl",3.4,491,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":160,"sizeMb":161,"sha256":36,"downloadCount":162,"originUrl":163},"lightgbm-4.6.0-py3-none-win_amd64.whl",1.38,641,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0-py3-none-win_amd64.whl",{"fileName":165,"sizeMb":166,"sha256":36,"downloadCount":167,"originUrl":168},"lightgbm-4.6.0-r-cran.tar.gz",1.63,197,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0-r-cran.tar.gz",{"fileName":170,"sizeMb":171,"sha256":36,"downloadCount":172,"originUrl":173},"lightgbm-4.6.0.tar.gz",1.62,1758,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm-4.6.0.tar.gz",{"fileName":105,"sizeMb":175,"sha256":36,"downloadCount":176,"originUrl":177},168.47,416,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":180,"sha256":36,"downloadCount":181,"originUrl":182},"LightGBM-complete_source_code_zip.zip",170.26,820,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":184,"sha256":36,"downloadCount":185,"originUrl":186},3.25,790,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":188,"sha256":36,"downloadCount":189,"originUrl":190},3.09,107,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":124,"sha256":36,"downloadCount":192,"originUrl":193},77,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":195,"sha256":36,"downloadCount":196,"originUrl":197},1.2,137,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.6.0\u002Flightgbmlib_win.jar",{"tag":199,"publishAt":200,"semVer":201,"prerelease":62,"assets":203},"v4.5.0","2024-07-25T22:10:25Z",[60,202,31],5,[204,208,213,218,222,226,230,234,238,242,246,250,254],{"fileName":205,"sizeMb":206,"sha256":36,"downloadCount":91,"originUrl":207},"lightgbm-4.5.0-py3-none-macosx_10_15_x86_64.whl",1.83,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0-py3-none-macosx_10_15_x86_64.whl",{"fileName":209,"sizeMb":210,"sha256":36,"downloadCount":211,"originUrl":212},"lightgbm-4.5.0-py3-none-macosx_12_0_arm64.whl",1.5,92,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0-py3-none-macosx_12_0_arm64.whl",{"fileName":214,"sizeMb":215,"sha256":36,"downloadCount":216,"originUrl":217},"lightgbm-4.5.0-py3-none-manylinux2014_aarch64.whl",3.27,64,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0-py3-none-manylinux2014_aarch64.whl",{"fileName":219,"sizeMb":112,"sha256":36,"downloadCount":220,"originUrl":221},"lightgbm-4.5.0-py3-none-manylinux_2_28_x86_64.whl",220,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":223,"sizeMb":161,"sha256":36,"downloadCount":224,"originUrl":225},"lightgbm-4.5.0-py3-none-win_amd64.whl",208,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0-py3-none-win_amd64.whl",{"fileName":227,"sizeMb":171,"sha256":36,"downloadCount":228,"originUrl":229},"lightgbm-4.5.0-r-cran.tar.gz",109,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0-r-cran.tar.gz",{"fileName":231,"sizeMb":171,"sha256":36,"downloadCount":232,"originUrl":233},"lightgbm-4.5.0.tar.gz",1126,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm-4.5.0.tar.gz",{"fileName":105,"sizeMb":235,"sha256":36,"downloadCount":236,"originUrl":237},166.48,31578,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":239,"sha256":36,"downloadCount":240,"originUrl":241},168.29,872,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":243,"sha256":36,"downloadCount":244,"originUrl":245},3.26,581,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":247,"sha256":36,"downloadCount":248,"originUrl":249},3.08,70,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":251,"sha256":36,"downloadCount":252,"originUrl":253},1.77,39,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":195,"sha256":36,"downloadCount":255,"originUrl":256},84,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.5.0\u002Flightgbmlib_win.jar",{"tag":258,"publishAt":259,"semVer":260,"prerelease":62,"assets":261},"v4.4.0","2024-06-15T04:08:32Z",[60,60,31],[262,267,271,275,279,282,286,290,294,297,301,305],{"fileName":263,"sizeMb":264,"sha256":36,"downloadCount":265,"originUrl":266},"lightgbm-4.4.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",1.87,61,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm-4.4.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",{"fileName":268,"sizeMb":215,"sha256":36,"downloadCount":269,"originUrl":270},"lightgbm-4.4.0-py3-none-manylinux2014_aarch64.whl",51,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm-4.4.0-py3-none-manylinux2014_aarch64.whl",{"fileName":272,"sizeMb":112,"sha256":36,"downloadCount":273,"originUrl":274},"lightgbm-4.4.0-py3-none-manylinux_2_28_x86_64.whl",54,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm-4.4.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":276,"sizeMb":161,"sha256":36,"downloadCount":277,"originUrl":278},"lightgbm-4.4.0-py3-none-win_amd64.whl",66,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm-4.4.0-py3-none-win_amd64.whl",{"fileName":280,"sizeMb":171,"sha256":36,"downloadCount":91,"originUrl":281},"lightgbm-4.4.0-r-cran.tar.gz","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm-4.4.0-r-cran.tar.gz",{"fileName":283,"sizeMb":171,"sha256":36,"downloadCount":284,"originUrl":285},"lightgbm-4.4.0.tar.gz",108,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm-4.4.0.tar.gz",{"fileName":105,"sizeMb":287,"sha256":36,"downloadCount":288,"originUrl":289},167.1,155,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":291,"sha256":36,"downloadCount":292,"originUrl":293},168.92,566,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":243,"sha256":36,"downloadCount":295,"originUrl":296},502,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":298,"sha256":36,"downloadCount":299,"originUrl":300},3.04,47,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":302,"sha256":36,"downloadCount":303,"originUrl":304},1.8,42,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":195,"sha256":36,"downloadCount":306,"originUrl":307},35,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.4.0\u002Flightgbmlib_win.jar",{"tag":309,"publishAt":310,"semVer":311,"prerelease":62,"assets":312},"v4.3.0","2024-01-26T02:11:11Z",[60,26,31],[313,318,323,328,333,336,340,344,348,352,356,359],{"fileName":314,"sizeMb":315,"sha256":36,"downloadCount":316,"originUrl":317},"lightgbm-4.3.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",1.7,79,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm-4.3.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",{"fileName":319,"sizeMb":320,"sha256":36,"downloadCount":321,"originUrl":322},"lightgbm-4.3.0-py3-none-manylinux2014_aarch64.whl",2.94,67,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm-4.3.0-py3-none-manylinux2014_aarch64.whl",{"fileName":324,"sizeMb":325,"sha256":36,"downloadCount":326,"originUrl":327},"lightgbm-4.3.0-py3-none-manylinux_2_28_x86_64.whl",2.96,213,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm-4.3.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":329,"sizeMb":330,"sha256":36,"downloadCount":331,"originUrl":332},"lightgbm-4.3.0-py3-none-win_amd64.whl",1.28,198,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm-4.3.0-py3-none-win_amd64.whl",{"fileName":334,"sizeMb":171,"sha256":36,"downloadCount":248,"originUrl":335},"lightgbm-4.3.0-r-cran.tar.gz","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm-4.3.0-r-cran.tar.gz",{"fileName":337,"sizeMb":171,"sha256":36,"downloadCount":338,"originUrl":339},"lightgbm-4.3.0.tar.gz",516,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm-4.3.0.tar.gz",{"fileName":105,"sizeMb":341,"sha256":36,"downloadCount":342,"originUrl":343},166.32,82,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":345,"sha256":36,"downloadCount":346,"originUrl":347},168.13,747,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":349,"sha256":36,"downloadCount":350,"originUrl":351},2.89,564,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":353,"sha256":36,"downloadCount":354,"originUrl":355},2.62,71,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":171,"sha256":36,"downloadCount":357,"originUrl":358},38,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":28,"sha256":36,"downloadCount":360,"originUrl":361},65,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.3.0\u002Flightgbmlib_win.jar",{"tag":363,"publishAt":364,"semVer":365,"prerelease":62,"assets":367},"v4.2.0","2023-12-21T18:58:56Z",[60,366,31],2,[368,372,376,379,382,385,388,391,395,398,402,405],{"fileName":369,"sizeMb":315,"sha256":36,"downloadCount":370,"originUrl":371},"lightgbm-4.2.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",45,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm-4.2.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",{"fileName":373,"sizeMb":320,"sha256":36,"downloadCount":374,"originUrl":375},"lightgbm-4.2.0-py3-none-manylinux2014_aarch64.whl",40,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm-4.2.0-py3-none-manylinux2014_aarch64.whl",{"fileName":377,"sizeMb":325,"sha256":36,"downloadCount":273,"originUrl":378},"lightgbm-4.2.0-py3-none-manylinux_2_28_x86_64.whl","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm-4.2.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":380,"sizeMb":330,"sha256":36,"downloadCount":91,"originUrl":381},"lightgbm-4.2.0-py3-none-win_amd64.whl","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm-4.2.0-py3-none-win_amd64.whl",{"fileName":383,"sizeMb":171,"sha256":36,"downloadCount":85,"originUrl":384},"lightgbm-4.2.0-r-cran.tar.gz","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm-4.2.0-r-cran.tar.gz",{"fileName":386,"sizeMb":171,"sha256":36,"downloadCount":142,"originUrl":387},"lightgbm-4.2.0.tar.gz","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm-4.2.0.tar.gz",{"fileName":105,"sizeMb":389,"sha256":36,"downloadCount":269,"originUrl":390},165.77,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":392,"sha256":36,"downloadCount":393,"originUrl":394},167.6,544,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":349,"sha256":36,"downloadCount":396,"originUrl":397},505,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":399,"sha256":36,"downloadCount":400,"originUrl":401},2.65,36,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":171,"sha256":36,"downloadCount":403,"originUrl":404},34,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":28,"sha256":36,"downloadCount":252,"originUrl":406},"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.2.0\u002Flightgbmlib_win.jar",{"tag":408,"publishAt":409,"semVer":410,"prerelease":62,"assets":412},"v4.1.0","2023-09-12T01:51:05Z",[60,411,31],1,[413,418,421,426,431,435,439,443,447,450,452,455],{"fileName":414,"sizeMb":415,"sha256":36,"downloadCount":416,"originUrl":417},"lightgbm-4.1.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",1.66,58,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm-4.1.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",{"fileName":419,"sizeMb":349,"sha256":36,"downloadCount":360,"originUrl":420},"lightgbm-4.1.0-py3-none-manylinux2014_aarch64.whl","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm-4.1.0-py3-none-manylinux2014_aarch64.whl",{"fileName":422,"sizeMb":423,"sha256":36,"downloadCount":424,"originUrl":425},"lightgbm-4.1.0-py3-none-manylinux_2_28_x86_64.whl",2.91,104,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm-4.1.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":427,"sizeMb":428,"sha256":36,"downloadCount":429,"originUrl":430},"lightgbm-4.1.0-py3-none-win_amd64.whl",1.25,113,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm-4.1.0-py3-none-win_amd64.whl",{"fileName":432,"sizeMb":27,"sha256":36,"downloadCount":433,"originUrl":434},"lightgbm-4.1.0-r-cran.tar.gz",114,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm-4.1.0-r-cran.tar.gz",{"fileName":436,"sizeMb":437,"sha256":36,"downloadCount":288,"originUrl":438},"lightgbm-4.1.0.tar.gz",1.59,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm-4.1.0.tar.gz",{"fileName":105,"sizeMb":440,"sha256":36,"downloadCount":441,"originUrl":442},163.58,186,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":444,"sha256":36,"downloadCount":445,"originUrl":446},165.4,692,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":349,"sha256":36,"downloadCount":448,"originUrl":449},519,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":353,"sha256":36,"downloadCount":85,"originUrl":451},"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":437,"sha256":36,"downloadCount":453,"originUrl":454},50,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":456,"sha256":36,"downloadCount":457,"originUrl":458},1.08,57,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.1.0\u002Flightgbmlib_win.jar",{"tag":460,"publishAt":461,"semVer":462,"prerelease":62,"assets":463},"v4.0.0","2023-07-13T18:43:08Z",[60,31,31],[464,469,473,478,482,485,489,493,497,499,502,506],{"fileName":465,"sizeMb":466,"sha256":36,"downloadCount":467,"originUrl":468},"lightgbm-4.0.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",1.65,56,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm-4.0.0-py3-none-macosx_10_15_x86_64.macosx_11_6_x86_64.macosx_12_5_x86_64.whl",{"fileName":470,"sizeMb":471,"sha256":36,"downloadCount":370,"originUrl":472},"lightgbm-4.0.0-py3-none-manylinux2014_aarch64.whl",2.88,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm-4.0.0-py3-none-manylinux2014_aarch64.whl",{"fileName":474,"sizeMb":475,"sha256":36,"downloadCount":476,"originUrl":477},"lightgbm-4.0.0-py3-none-manylinux_2_28_x86_64.whl",2.9,87,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm-4.0.0-py3-none-manylinux_2_28_x86_64.whl",{"fileName":479,"sizeMb":428,"sha256":36,"downloadCount":480,"originUrl":481},"lightgbm-4.0.0-py3-none-win_amd64.whl",86,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm-4.0.0-py3-none-win_amd64.whl",{"fileName":483,"sizeMb":27,"sha256":36,"downloadCount":142,"originUrl":484},"lightgbm-4.0.0-r-cran.tar.gz","https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm-4.0.0-r-cran.tar.gz",{"fileName":486,"sizeMb":437,"sha256":36,"downloadCount":487,"originUrl":488},"lightgbm-4.0.0.tar.gz",146,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm-4.0.0.tar.gz",{"fileName":105,"sizeMb":490,"sha256":36,"downloadCount":491,"originUrl":492},161.71,169,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002FLightGBM-complete_source_code_tar_gz.tar.gz",{"fileName":179,"sizeMb":494,"sha256":36,"downloadCount":495,"originUrl":496},163.52,562,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002FLightGBM-complete_source_code_zip.zip",{"fileName":111,"sizeMb":471,"sha256":36,"downloadCount":396,"originUrl":498},"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbm.exe",{"fileName":117,"sizeMb":500,"sha256":36,"downloadCount":273,"originUrl":501},2.61,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbmlib_linux.jar",{"fileName":123,"sizeMb":503,"sha256":36,"downloadCount":504,"originUrl":505},1.58,37,"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbmlib_macos.jar",{"fileName":129,"sizeMb":456,"sha256":36,"downloadCount":299,"originUrl":507},"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Freleases\u002Fdownload\u002Fv4.0.0\u002Flightgbmlib_win.jar",{"description":509,"readmeHtml":510},"一款基于决策树算法的高效、分布式梯度提升（GBDT）框架，用于排序、分类等机器学习任务。","\u003Ch2 id=\"项目概述\">项目概述\u003C\u002Fh2>\u003Cp>LightGBM 是一个基于决策树算法的梯度提升框架。它具有训练速度快、效率高、内存占用低、准确度高等优势，支持并行、分布式和GPU学习。\u003C\u002Fp>\n\u003Ch2 id=\"主要功能\">主要功能\u003C\u002Fh2>\u003Cul>\n\u003Cli>更快的训练速度和更高的效率\u003C\u002Fli>\n\u003Cli>更低的内存使用\u003C\u002Fli>\n\u003Cli>更好的准确度\u003C\u002Fli>\n\u003Cli>支持并行、分布式和GPU学习\u003C\u002Fli>\n\u003Cli>能够处理大规模数据\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"适用人群\">适用人群\u003C\u002Fh2>\u003Cul>\n\u003Cli>数据科学家和机器学习工程师\u003C\u002Fli>\n\u003Cli>参加机器学习竞赛的选手\u003C\u002Fli>\n\u003Cli>需要处理大规模数据集的开发者\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"快速上手\">快速上手\u003C\u002Fh2>\u003Col>\n\u003Cli>参考 \u003Ca href=\"https:\u002F\u002Flightgbm.readthedocs.io\u002Fen\u002Flatest\u002FInstallation-Guide.html\" target=\"_blank\" rel=\"noopener noreferrer\">安装指南\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>浏览 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Ftree\u002Fmain\u002Fexamples\" target=\"_blank\" rel=\"noopener noreferrer\">示例\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>阅读 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Fblob\u002Fmain\u002Fdocs\u002FParameters.rst\" target=\"_blank\" rel=\"noopener noreferrer\">参数文档\u003C\u002Fa>\u003C\u002Fli>\n\u003Cli>查看 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Fblob\u002Fmain\u002Fdocs\u002FParallel-Learning-Guide.rst\" target=\"_blank\" rel=\"noopener noreferrer\">分布式学习指南\u003C\u002Fa> 和 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flightgbm-org\u002FLightGBM\u002Fblob\u002Fmain\u002Fdocs\u002FGPU-Tutorial.rst\" target=\"_blank\" rel=\"noopener noreferrer\">GPU教程\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Ch2 id=\"核心优势\">核心优势\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>高效\u003C\u002Fstrong>：训练速度快，内存占用低\u003C\u002Fli>\n\u003Cli>\u003Cstrong>可扩展\u003C\u002Fstrong>：支持分布式和GPU加速\u003C\u002Fli>\n\u003Cli>\u003Cstrong>高准确度\u003C\u002Fstrong>：在多个公开数据集上优于其他提升框架\u003C\u002Fli>\n\u003Cli>\u003Cstrong>广泛应用\u003C\u002Fstrong>：已被广泛用于机器学习竞赛的优胜方案中\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"系统要求\">系统要求\u003C\u002Fh2>\u003Cul>\n\u003Cli>操作系统：跨平台（Windows、macOS、Linux）\u003C\u002Fli>\n\u003Cli>支持架构：x86_64、arm64\u003C\u002Fli>\n\u003Cli>额外依赖：取决于安装方式（可能需要CMake、编译器、CUDA等）\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"注意事项\">注意事项\u003C\u002Fh2>\u003Cul>\n\u003Cli>项目于2026年3月从 \u003Ccode>Microsoft\u002FLightGBM\u003C\u002Fcode> 迁移至 \u003Ccode>lightgbm-org\u002FLightGBM\u003C\u002Fcode>，仍是官方源代码库\u003C\u002Fli>\n\u003Cli>主要文档位于 \u003Ca href=\"https:\u002F\u002Flightgbm.readthedocs.io\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">https:\u002F\u002Flightgbm.readthedocs.io\u002F\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n",1790699378650]