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Metadata-Version: 1.1
Name: pyneurgen
Version: 0.3.1
Summary: Python Neural Genetic Hybrids
Home-page: http://pyneurgen/sourceforge.net
Author: Don Smiley
Author-email: ds@sidorof.com
License: GPL
Description:
This package provides the Python "pyneurgen" module, which contains several
classes for implementing grammatical evolution, a form of genetic
programming, and classes for neural networks. These classes enable the
creation of hybrid models that can embody the strengths of grammatical
evolution and neural networks.
While neural networks can be adept at solving non-linear problems, some
problems remain beyond reach. For example, a difficult search space can
cause suboptimal solutions to be reached. Also, multiobjective problems
become extremely difficult, if not impossible. With genetic algorithms, a
more thorough search can be made.
Keywords: grammatical evolution programming neural networks genetic algorithms
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Environment :: Console
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License (GPL)
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Topic :: Adaptive Technologies
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development :: Libraries :: Python Modules