Tools
& Utilities
NNDef
 Toolkit 
A
free and modular package for defining and executing Neural Networks.
This tool offers you the best possible method for exchanging Networks
definitions. 
http://www.makhfi.com/nndef.htm 
GMDH
Shell 
GMDH
Shell is a professional and easytouse tool for data mining
and forecasting of multiparametric datasets. It features
fullyautomatic structural and parametric optimization of
mathematical models that reveal underlying patterns in your
data.
It
provides GMDHtype neural networks, linear and nonlinear
combinatorial GMDH models.

http://www.gmdhshell.com/ 
NeuroXL

NeuroXL
Classifier is a fast, powerful and easytouse neural network
software tool for classifying data in Microsoft Excel. NeuroXL
Predictor is a neural network forecasting tool that quickly
and accurately solves forecasting and estimation problems
in Microsoft Excel.
In
NeuroXL products all the science is hidden behind the curtain
and only what is really important for a user is left: what
he has and what he gets. NeuroXL combines the power of neural
networks, Microsoft Excel and it is easy to use for almost
everyone. With NeuroXL you can make all the hard work in
a few seconds.

http://www.neuroxl.com/ 
Plug&Score 
Plug&Score
is credit scoring software based on logistic regression
for scorecard development, validation and monitoring. Scorecard
can be deployed
with one click to Plug&Score Engine for automated processing
of realtime scoring requests. 
http://www.plugnscore.com 
Multiple
BackPropagation (MBP) 
Multiple
BackPropagation is a free application for training neural
networks with the BackPropagation and the Multiple BackPropagation
algorithms, with ability to generate C code for the trained
networks.

http://dit.ipg.pt/MBP/ 
A.I.
Solver Studio 
A.I.
Solver Studio is a unique pattern recognition application
that deals with finding optimal solutions to classification
problems and uses several powerful and proven artificial intelligence
techniques including neural networks, genetic programming
and genetic algorithms. No special knowledge is required of
users as A.I. Solver Studio manages all the complexities of
the problem solving internally. This leaves users free to
concentrate on formulating their problems of interest. 
http://www.practicalaisolutions.com/AISolverStudio.aspx 
Visual
Numerics Java Numerical Library 
The
JMSL Library is the broadest collection of mathematical, statistical,
financial, data mining and charting classes available in 100%
Java. The JMSL Library now includes neural network technology
that adds to the broad selection of existing data mining,
modeling and prediction technologies available across the
IMSL Family of products. 
http://www.vni.com/products/imsl/jmsl/jmsl.html 
The
MathWorks  Neural Network Toolbox 
This
toolbox provides a complete set of functions and a graphical user
interface for the design, implementation, visualization, and simulation
of neural networks. It supports the most commonly used supervised
and unsupervised network architectures and a comprehensive set
of training and learning functions 
http://www.mathworks.com/products/neuralnet/ 
Stuttgart
Neural Network Simulator 
SNNS
(Stuttgart Neural Network Simulator) is a software simulator for
neural networks on Unix workstations developed at the Institute
for Parallel and Distributed High Performance Systems (IPVR) at
the University of Stuttgart. The goal of the SNNS project is to
create an efficient and flexible simulation environment for research
on and application of neural nets. 
http://wwwra.informatik.unituebingen.de/SNNS/announce.html 
Joone
Object Oriented Neural Engine 
Joone
is a neural net framework written in Java. It's composed by a
core engine, a GUI editor and a distributed training environment.
Joone can be extended writing new modules to implement new algorithms
or new architectures starting from base components. 
http://www.jooneworld.com/ 
EasyNNplus 
EasyNNplus is a neural network software system for Microsoft
Windows based on EasyNN that can generate multilayer neural networks
from imported files or grids with minimal user intervention.
Neural networks produced by EasyNNplus can be used for data analysis,
prediction, forecasting, classification and time series projection.

http://www.easynn.com/ 
BNJ
 Bayesian Network tools in Java 
The
Kansas State University Laboratory for Knowledge Discovery in
Databases is pleased to announce release of Bayesian Network
Tools in Java. BNJ is an opensource suite of Java tools for
research and applications development in probabilistic reasoning.

http://bndev.sourceforge.net 
NeuroDimension
 Neural Network Software 
NeuroSolutions
is a powerful and flexible neural network modeling software is
the perfect tool for solving your data modeling problems. 
http://www.nd.com/ 
BrainMaker
 California Scientific Software 
BrainMaker
Neural Network Software lets you use your computer for business
and marketing forecasting, stock, bond, commodity, and futures
prediction, pattern recognition, medical diagnosis, and ... 
http://www.calsci.com 
NeuroShell
Engine 
The
NeuroShell Engine is an Active X control which can be utilized
in modern compilers like Microsoft Visual Basic and Microsoft
Visual C++. The control can be added to a program just as other
controls are added, like combo boxes and text boxes. 
http://www.wardsystems.com/ 
Simulator
for Neural Networks and Action Potentials 
SNNAP
 Simulator for Neural Networks and Action Potentials is a tool
for rapid development and simulation of realistic models of single
neurons and small neural networks. It includes mathematical descriptions
of ion currents and intracellular second messengers and ions.
In addition, you can simulate current flow in multicompartment
models of neurons by using the equations describing electric coupling. 
http://snnap.uth.tmc.edu/index.htm 
SIMBRAIN 
SIMBRAIN
is a freeware tool for building, runnning, and analyzing neuralnetworks
(computer simulations of brain circuitry). Simbrain aims to be
as visual and easytouse as possible. Also unique are its integrated
"world component" and its representation of the network's
activation space. Simbrain is written in Java and runs on Windows,
Mac OS X, and Linux. 
http://simbrain.sourceforge.net/ 
FANN
(Fast Artificial Neural Network Library) 
FANN
Library is written in in ANSI C. The library implements multilayer
feedforward ANNs, up to 150 times faster than other libraries.
Fann supports execution in fixed point, for fast execution on
systems like the iPAQ. 
http://sourceforge.net/projects/fann/ 
NeuroIntelligence
 Alyuda Research 
Neural
network software for experts designed for intelligent support
in applying neural networks to solve realworld forecasting, classification
and function approximation problems. 
http://www.alyuda.com/neuralnetworksoftware.htm 
ThinksPro
from AIT Center 
ThinksPro
combine extraordinary ease of use with stateoftheart neural
network technology, the result of 9 years of neural network consulting
experience on a wide variety of applications. ThinksPro is a commercial
grade neural network product containing the most sophisticated
algorithms and capabilities available, and provides multiple views
into how neural networks learn and work. 
http://www.sigmaresearch.com/bookshelf/rtthinks.htm 
NuMap
& NuClass 
Freeware
for fast training, validation, and application of regression/approximation
networks including the multilayer perceptron, functional link
network, piecewise linear network, self organizing map and
KMeans. C source for applying trained networks. Extensive
help. Usersupplied txtformat training data files, containing
rows of numbers, can be of any size. Pruning for approximate
structural risk minimization. 
http://www.neuraldl.com//Products.htm 
Classification
& prediction tools in Excel 
A
set of Open Source tools for data mining and prediction
within Excel, using Neural Networks.
NNpred,
NNclass and Ctree are a set of three tools in Excel for
building prediction and classification models. They are
free and open source. These tools are good for small to
medium sized data sets. The aim here is to provide easytouse
tools for beginners in the areas of neural network, prediction
and classification problems. Users can put their own data
sets in the tools, play with various parameters and study
the effect of final result. Such tools will be useful for
classroom teaching setting as well as quickly building small
prototypes. Users are free to use, share and distribute
the tools. The code is written in VBA and are present in
the Excel files. 
http://www.sites.google.com/site/sayhello2angshu/dminexcel 

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