Package: dimbl (0.17-2 and others)

[ 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: libc6 (>= 2.34) [not alpha, ia64, sh4]

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

  dep: libc6 (>= 2.37) [sh4]

• dep: libc6.1 (>= 2.34) [alpha]

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

  dep: libc6.1 (>= 2.37) [ia64]

• dep: libgcc-s1 (>= 3.0) [not armel, armhf, hppa, ia64, m68k]

  GCC support library

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

  dep: libgcc-s1 (>= 4.2) [ia64]

• dep: libgcc-s2 (>= 4.2.1) [m68k]

  GCC support library

• dep: libgcc-s4 (>= 4.1.1) [hppa]

  GCC support library

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libicu72 (>= 72.1~rc-1~) [not ia64]

  International Components for Unicode

• dep: libstdc++6 (>= 13.1)

  GNU Standard C++ Library v3

• dep: libticcutils8t64 (>= 0.24) [ia64]

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

• dep: libticcutils9 (>= 0.34) [not ia64]

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

• dep: libtimbl4t64 (>= 6.5) [ia64]

  Tilburg Memory Based Learner - runtime

• dep: libtimbl7 (>= 6.9) [not ia64]

  Tilburg Memory Based Learner - runtime

• dep: libunwind8 [ia64]

  library to determine the call-chain of a program - runtime

Download dimbl

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	0.17-2	58.7 kB	182.0 kB	[list of files]
amd64	0.17-2	61.7 kB	146.0 kB	[list of files]
arm64	0.17-2+b1	57.7 kB	183.0 kB	[list of files]
armel	0.17-2	55.4 kB	125.0 kB	[list of files]
armhf	0.17-2	56.1 kB	109.0 kB	[list of files]
hppa (unofficial port)	0.17-2	60.2 kB	134.0 kB	[list of files]
i386	0.17-2	64.9 kB	153.0 kB	[list of files]
ia64 (unofficial port)	0.15-2.1+b2	68.4 kB	212.0 kB	[list of files]
m68k (unofficial port)	0.17-2	58.0 kB	132.0 kB	[list of files]
mips64el	0.17-2	57.3 kB	185.0 kB	[list of files]
ppc64 (unofficial port)	0.17-2	61.3 kB	184.0 kB	[list of files]
ppc64el	0.17-2	60.9 kB	182.0 kB	[list of files]
riscv64	0.17-2	59.1 kB	122.0 kB	[list of files]
s390x	0.17-2	60.9 kB	142.0 kB	[list of files]
sh4 (unofficial port)	0.17-2	63.2 kB	180.0 kB	[list of files]
sparc64 (unofficial port)	0.17-2	55.5 kB	1,081.0 kB	[list of files]
x32 (unofficial port)	0.17-2	60.7 kB	137.0 kB	[list of files]