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Package: wnpp
Severity: wishlist
Owner: proycon <proy...@anaproy.nl>

* Package name    : python-timbl
  Version         : 2013.03.29
  Upstream Author : Maarten van Gompel <proy...@anaproy.nl>
* URL             : http://github.com/proycon/python-timbl/
* License         : GPL
  Programming Lang: C++, Python
  Description     : Python bindings for the Tilburg Memory Based
Learner (Timbl)

python-timbl is a Python extension module wrapping the full TiMBL C++
programming interface. With this module, all functionality exposed
through the C++ interface is also available to Python scripts. Being
able to access the API from Python greatly facilitates prototyping
TiMBL-based applications.

TiMBL is an open source software package implementing several
memory-based learning algorithms, among which IB1-IG, an
implementation of k-nearest neighbor classification with feature
weighting suitable for symbolic feature spaces, and IGTree, a
decision-tree approximation of IB1-IG. All implemented algorithms have
in common that they store some representation of the training set
explicitly in memory. During testing, new cases are classified by
extrapolation from the most similar stored cases.

The Python module offers both a high-level as well as a low-level
interface, the former is very Pythonic and easy to use while the
latter offers the full API.


- -- 

Maarten van Gompel
 Centre for Language Studies
 Radboud Universiteit Nijmegen

proy...@anaproy.nl
http://proycon.anaproy.nl
http://github.com/proycon

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