timbl_6.3.2-2_amd64.changes is NEW
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(new) libtimbl3-dev_6.3.2-2_amd64.deb optional libdevel
Tilburg Memory Based Learner - development
The Tilburg Memory Based Learner, TiMBL, is a tool for Natural Language
Processing research, and for many other domains where classification tasks are
learned from examples. It is an efficient implementation of k-nearest neighbor
classifier.
.
TiMBL is a product of the ILK Research Group (Tilburg University, The
Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).
.
This package provides the TiMBL header files required to compile C++ programs
that use TiMBL.
(new) libtimbl3_6.3.2-2_amd64.deb optional libs
Tilburg Memory Based Learner - runtime
The Tilburg Memory Based Learner, TiMBL, is a tool for Natural Language
Processing research, and for many other domains where classification tasks are
learned from examples. It is an efficient implementation of k-nearest neighbor
classifier.
.
TiMBL is a product of the ILK Research Group (Tilburg University, The
Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).
.
This package provides the runtime files required to run programs that use
TiMBL.
(new) timbl_6.3.2-2.debian.tar.gz optional science
(new) timbl_6.3.2-2.dsc optional science
(new) timbl_6.3.2-2_amd64.deb optional science
Tilburg Memory Based Learner
Memory-Based Learning (MBL) is a machine-learning method applicable to a wide
range of tasks in Natural Language Processing (NLP).
.
The Tilburg Memory Based Learner, TiMBL, is a tool for NLP research, and for
many other domains where classification tasks are learned from examples. It
is an efficient implementation of k-nearest neighbor classifier.
.
TiMBL's features are:
* Fast, decision-tree-based implementation of k-nearest neighbor
classification;
* Implementations of IB1 and IB2, IGTree, TRIBL, and TRIBL2 algorithms;
* Similarity metrics: Overlap, MVDM, Jeffrey Divergence, Dot product, Cosine;
* Feature weighting metrics: information gain, gain ratio, chi squared,
shared variance;
* Distance weighting metrics: inverse, inverse linear, exponential decay;
* Extensive verbosity options to inspect nearest neighbor sets;
* Server functionality and extensive API;
* Fast leave-one-out testing and internal cross-validation;
* and Handles user-defined example weighting.
.
TiMBL is a product of the ILK Research Group (Tilburg University, The
Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).
.
If you do scientific research in NLP, timbl will likely be of use to you.
(new) timbl_6.3.2.orig.tar.gz optional science
Changes: timbl (6.3.2-2) unstable; urgency=low
.
* control: Add pkg-config to build-depends, thanks Kurt Roeckx.
* control: Enhance layout of description, thanks Kurt Roeckx.
* README.devel: removed since obsolete.
.
timbl (6.3.2-1) unstable; urgency=low
.
* New upstream release.
* source/format: added.
* copyright, control: CNTS is now called CLiPS. Thanks Antal van den
Bosch.
.
timbl (6.3.1-3) unstable; urgency=low
.
* First upload to Debian archive (Closes: #605913).
* watch: added.
* copyright: now in machine-readable format.
* control: add libxml2-dev to Build-Depends.
Override entries for your package:
Announcing to debian-devel-changes at lists.debian.org
Closing bugs: 605913
Your package contains new components which requires manual editing of
the override file. It is ok otherwise, so please be patient. New
packages are usually added to the override file about once a week.
You may have gotten the distribution wrong. You'll get warnings above
if files already exist in other distributions.
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