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r / packages / r-xgboost

Extreme Gradient Boosting, which is an efficient implementation of the gradient boosting framework from Chen & Guestrin (2016) <doi:10.1145/2939672.2939785>. This package is its R interface. The package includes efficient linear model solver and tree learning algorithms. The package can automatically do parallel computation on a single machine which could be more than 10 times faster than existing gradient boosting packages. It supports various objective functions, including regression, classification and ranking. The package is made to be extensible, so that users are also allowed to define their own objectives easily.

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Type Size Name Uploaded Downloads Labels
conda 2.0 MB | linux-64/r-xgboost-1.7.5.1-r43h884c59f_0.tar.bz2  1 year and 1 month ago 236 main
conda 1.8 MB | linux-64/r-xgboost-1.6.0.1-r42h884c59f_0.tar.bz2  2 years and 8 months ago 432 main
conda 1.1 MB | win-64/r-xgboost-0.90.0.2-r36h796a38f_0.tar.bz2  5 years and 3 days ago 387 main
conda 808.0 kB | win-64/r-xgboost-0.72-r343hc004794_0.tar.bz2  5 years and 3 days ago 112 main
conda 1.0 MB | win-64/r-xgboost-0.72-mro343h9e8cafe_0.tar.bz2  5 years and 3 days ago 118 main
conda 790.2 kB | win-64/r-xgboost-0.71-r343h22c98a9_0.tar.bz2  5 years and 3 days ago 105 main
conda 1004.2 kB | win-64/r-xgboost-0.71-mro343hb8b1496_0.tar.bz2  5 years and 3 days ago 110 main
conda 741.3 kB | win-64/r-xgboost-0.7-r343h22c98a9_0.tar.bz2  5 years and 3 days ago 115 main
conda 959.2 kB | win-64/r-xgboost-0.7-mro343hb8b1496_0.tar.bz2  5 years and 3 days ago 112 main
conda 588.6 kB | win-64/r-xgboost-0.60-r332hac3f3dd_0.tar.bz2  5 years and 3 days ago 105 main
conda 598.7 kB | win-32/r-xgboost-0.60-r332hac3f3dd_0.tar.bz2  5 years and 3 days ago 40 main
conda 1.1 MB | osx-64/r-xgboost-0.90.0.2-r36h466af19_0.tar.bz2  5 years and 3 days ago 111 main
conda 952.8 kB | osx-64/r-xgboost-0.80-r351h7150583_0.tar.bz2  5 years and 3 days ago 40 main
conda 875.9 kB | osx-64/r-xgboost-0.72-r343h7150583_0.tar.bz2  5 years and 3 days ago 35 main
conda 838.9 kB | osx-64/r-xgboost-0.71-r343h7150583_0.tar.bz2  5 years and 3 days ago 34 main
conda 790.1 kB | osx-64/r-xgboost-0.7-r343h7150583_0.tar.bz2  5 years and 3 days ago 33 main
conda 904.8 kB | osx-64/r-xgboost-0.60-r332h8f6dcb1_0.tar.bz2  5 years and 3 days ago 33 main
conda 1.2 MB | linux-64/r-xgboost-0.90.0.2-r36h29659fb_0.tar.bz2  5 years and 3 days ago 13610 main
conda 7.1 MB | linux-64/r-xgboost-0.80-r351h96061ca_0.tar.bz2  5 years and 3 days ago 144 main
conda 1003.6 kB | linux-64/r-xgboost-0.80-r351h895cf53_0.tar.bz2  5 years and 3 days ago 106 main
conda 6.4 MB | linux-64/r-xgboost-0.80-r351h30b45d2_0.tar.bz2  5 years and 3 days ago 81 main
conda 7.0 MB | linux-64/r-xgboost-0.80-r351h0c07eca_0.tar.bz2  5 years and 3 days ago 76 main
conda 908.1 kB | linux-64/r-xgboost-0.72-r343hcdcee97_0.tar.bz2  5 years and 3 days ago 81 main
conda 4.3 MB | linux-64/r-xgboost-0.72-r343h8b19950_0.tar.bz2  5 years and 3 days ago 78 main
conda 4.7 MB | linux-64/r-xgboost-0.72-r343h7e9b26e_0.tar.bz2  5 years and 3 days ago 80 main
conda 4.3 MB | linux-64/r-xgboost-0.72-mro343h5bcfacd_0.tar.bz2  5 years and 3 days ago 76 main
conda 4.7 MB | linux-64/r-xgboost-0.72-mro343h2d050f9_0.tar.bz2  5 years and 3 days ago 83 main
conda 908.1 kB | linux-64/r-xgboost-0.72-mro343h125f7dc_0.tar.bz2  5 years and 3 days ago 74 main
conda 868.8 kB | linux-64/r-xgboost-0.71-r343hcdcee97_0.tar.bz2  5 years and 3 days ago 77 main
conda 869.1 kB | linux-64/r-xgboost-0.71-mro343h125f7dc_0.tar.bz2  5 years and 3 days ago 75 main
conda 823.4 kB | linux-64/r-xgboost-0.7-r343hcdcee97_0.tar.bz2  5 years and 3 days ago 75 main
conda 823.3 kB | linux-64/r-xgboost-0.7-mro343h125f7dc_0.tar.bz2  5 years and 3 days ago 75 main
conda 1.2 MB | linux-64/r-xgboost-0.60-r332h3717fef_0.tar.bz2  5 years and 3 days ago 245 main
conda 1.3 MB | linux-32/r-xgboost-0.60-r332hf1cf349_0.tar.bz2  5 years and 3 days ago 31 main
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