From: "Dmitry A. Kazakov" <mailbox@dmitry-kazakov.de>
Subject: ANN: Fuzzy machine learning framework v1.0
Date: Thu, 12 Apr 2012 18:50:47 +0200
Date: 2012-04-12T18:50:47+02:00 [thread overview]
Message-ID: <b7w31zzqwm7d$.1vaomub7cwck6$.dlg@40tude.net> (raw)
The software is a library as well as a GTK GUI front-end for machine
learning projects. Features:
- Based on intuitionistic fuzzy sets and the possibility theory;
- Features are fuzzy;
- Fuzzy classes, which may intersect and can be treated as features;
- Numeric, enumeration features and ones based on linguistic variables;
- Derived and evaluated features;
- Classifiers as features for building hierarchical systems;
- User-defined features;
- An automatic classification refinement in case of dependent features;
- Incremental learning;
- Object-oriented software design;
- Features, training sets and classifiers are extensible objects;
- Automatic garbage collection;
- Generic data base support (through ODBC);
- Text I/O and HTML routines for features, training sets and classifiers;
- GTK+ widgets for features, training sets and classifiers;
- Examples of use.
This release is packaged for Windows (msi), Fedora (yum) and Debian (apt).
The software is public domain (licensed under GM GPL).
http://www.dmitry-kazakov.de/ada/fuzzy_ml.htm
--
Regards,
Dmitry A. Kazakov
http://www.dmitry-kazakov.de
next reply other threads:[~2012-04-12 16:50 UTC|newest]
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2012-04-12 16:50 Dmitry A. Kazakov [this message]
2012-04-12 20:01 ` ANN: Fuzzy machine learning framework v1.0 Shark8
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