Package: xgboost (1.7.4-1)

[ Source: xgboost  ]

Scalable and Flexible Gradient Boosting (Executable)

XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way. The same code runs on major distributed environment (Kubernetes, Hadoop, SGE, MPI, Dask) and can solve problems beyond billions of examples.

This package contains the xgboost binary executable.

Other Packages Related to xgboost

• dep: libc6 (>= 2.34)

  GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

• dep: libdmlc0 (>= 0.5)

  Distributed Machine Learning Common Codebase (lib)

• dep: libgcc-s1 (>= 3.0) [arm64, s390x]

  GCC support library

  dep: libgcc-s1 (>= 3.4) [amd64, mips64el]

  dep: libgcc-s1 (>= 3.4.4) [ppc64el]

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

  dep: libgcc-s1 (>= 4.2) [i386, mipsel]

• dep: libgomp1 (>= 6)

  GCC OpenMP (GOMP) support library

• dep: libstdc++6 (>= 11) [not armel]

  GNU Standard C++ Library v3

  dep: libstdc++6 (>= 12) [armel]

• dep: libxgboost0 (= 1.7.4-1)

  Scalable and Flexible Gradient Boosting (Shared lib)

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Architecture	Package Size	Installed Size	Files
amd64	1,303.3 kB	4,621.0 kB	[list of files]
arm64	1,165.2 kB	4,177.0 kB	[list of files]
armel	1,099.4 kB	3,928.0 kB	[list of files]
armhf	1,081.5 kB	2,812.0 kB	[list of files]
i386	1,315.3 kB	4,732.0 kB	[list of files]
mips64el	1,261.8 kB	5,959.0 kB	[list of files]
mipsel	1,280.3 kB	5,777.0 kB	[list of files]
ppc64el	1,344.2 kB	5,201.0 kB	[list of files]
s390x	1,109.0 kB	4,653.0 kB	[list of files]