Package: dimbl (0.15-2.1)

[ Source: dimbl  ]

Distributed Memory Based Learner

Dimbl is a wrapper around the k-nearest neighbor classifier in TiMBL, offering parallel classification on multi-CPU machines. Dimbl splits the original training set, builds separate TiMBL classifiers per training subset, and merges their nearest-neighbor sets per classified instance

Dimbl's features are:

 * Wraps neatly around TiMBL, retaining all command line options;
 * Knows what to do with your multiple, duo, or quad cores;
 * Makes use of the OpenMP specification for parallel programming;
 * Can attain superlinear speed gains compared to standard TiMBL.

Dimbl is a product of the ILK Research Group (Tilburg University, The Netherlands).

If you do scientific research in Natural Language Processing using the Memory-Based Learning technique, Dimbl will likely be of use to you.

Tags: Implemented in: C++, Role: Program

Other Packages Related to dimbl

• dep: libc0.1 (>= 2.17-91) [kfreebsd-amd64, kfreebsd-i386]

  GNU C Library: Shared libraries
  also a virtual package provided by libc0.1-udeb

• dep: libc0.3 (>= 2.12) [hurd-i386]

  GNU C Library: Shared libraries
  also a virtual package provided by libc0.3-udeb

• dep: libc6 (>= 2.11) [hppa]

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

  dep: libc6 (>= 2.14) [amd64]

  dep: libc6 (>= 2.16) [x32]

  dep: libc6 (>= 2.17) [arm64, ppc64el]

  dep: libc6 (>= 2.27) [riscv64]

  dep: libc6 (>= 2.28) [sh4]

  dep: libc6 (>= 2.4) [armel, armhf, i386, m68k, mips, mips64el, mipsel, powerpcspe, ppc64, s390x, sparc64]

• dep: libc6.1 (>= 2.3.4) [alpha]

  GNU C Library: Shared libraries
  also a virtual package provided by libc6.1-udeb

• dep: libgcc1 (>= 1:3.0) [not armel, armhf, hppa, m68k]

  GCC support library

  dep: libgcc1 (>= 1:3.5) [armel, armhf]

• dep: libgcc2 (>= 4.2.1) [m68k]

  GCC support library

• dep: libgcc4 (>= 4.1.1) [hppa]

  GCC support library

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libstdc++6 [riscv64]

  GNU Standard C++ Library v3

  dep: libstdc++6 (>= 5.2) [not hurd-i386, riscv64]

  dep: libstdc++6 (>= 8.2.0-20) [hurd-i386]

• dep: libticcutils5

  utility functions used in the context of Natural Language Processing (library)

• dep: libtimbl4

  Tilburg Memory Based Learner - runtime

Download dimbl

Download for all available architectures

Architecture	Package Size	Installed Size	Files
alpha (unofficial port)	63.9 kB	160.0 kB	[list of files]
amd64	65.0 kB	152.0 kB	[list of files]
arm64	61.6 kB	140.0 kB	[list of files]
armel	59.2 kB	127.0 kB	[list of files]
armhf	60.8 kB	111.0 kB	[list of files]
hppa (unofficial port)	65.5 kB	144.0 kB	[list of files]
hurd-i386	67.3 kB	150.0 kB	[list of files]
i386	67.7 kB	155.0 kB	[list of files]
kfreebsd-amd64	64.8 kB	148.0 kB	[list of files]
kfreebsd-i386	67.6 kB	151.0 kB	[list of files]
m68k (unofficial port)	61.4 kB	142.0 kB	[list of files]
mips	61.1 kB	149.0 kB	[list of files]
mips64el	61.6 kB	151.0 kB	[list of files]
mipsel	62.0 kB	149.0 kB	[list of files]
powerpcspe (unofficial port)	62.7 kB	183.0 kB	[list of files]
ppc64 (unofficial port)	65.0 kB	186.0 kB	[list of files]
ppc64el	64.6 kB	184.0 kB	[list of files]
riscv64 (unofficial port)	63.0 kB	128.0 kB	[list of files]
s390x	61.4 kB	148.0 kB	[list of files]
sh4 (unofficial port)	69.4 kB	134.0 kB	[list of files]
sparc64 (unofficial port)	59.5 kB	147.0 kB	[list of files]
x32 (unofficial port)	63.5 kB	139.0 kB	[list of files]