Software

FrIDA - Free Intelligent Data Analysis Toolbox

A toolbox combining several intelligent data analysis programs under a uniform graphical user interface.

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Frequent Pattern Mining (FPM)

Name		Lang.		Description
Apriori		C		Frequent Item Set Mining/Association Rule Induction
ARuleGUI		Java		Association Rules GUI and Viewer
Eclat		C		Frequent Item Set Mining
FPgrowth		C		Frequent Item Set Mining
Relim		C		Frequent Item Set Mining
MoSS		Java		Molecular Substructure Miner

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Intelligent Data Analysis (IDA) / Data Mining (DM)

(other than frequent pattern mining)

Name		Lang.		Description
FrIDA		C		Free Intelligent Data Analysis Toolbox
MPR		C		Multivariate Polynomial Regression
RegGUI		Java		Multivariate Polynomial Regression GUI and Viewer
Dtree		C		Decision and Regression Tree Induction
DTreeGUI		Java		Decision and Regression Tree GUI and Viewer
Bayes		C		Naive and Full Bayes Classifier Induction
BayesGUI		Java		Bayes Classifier GUI
BCView		C		Bayes Classifier Visualization
NPoss		C		Naive Possibilistic Classifier Induction
INeS		C		Induction of Network Structures (Graphical Models)
MLP		C		Multilayer Perceptron
MLPGUI		Java		Multilayer Perceptron GUI
LVQ		C		Learning Vector Quantization
RBF		C		Radial Basis Function Network Training
RBFGUI		Java		Radial Basis Function Network Training GUI
Cluster		C		Fuzzy and Probabilistic Clustering
ClusterGUI		Java		Fuzzy and Probabilistic Clustering GUI
PtLess		C		Prototype-Less Fuzzy Clustering
Table		C		Table Utilities
Viewers		Java		Simple Viewers for Tabular Data
Matrix		C		Matrix Utilities

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Computational Geometry (CG)

Name		Lang.		Description
CHull		C		Convex Hull Construction
Pointgon		Java		Minimum Weight Triangulation of polygons with holes

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Demonstration/Teaching

Name		Lang.		Description
MLP Demo		C		Multilayer Perceptron Demonstration
LVQ Demo		C		Learning Vector Quantization Demonstration
SOM Demo		C		Self-Organizing Map Demonstration
Hopfield Demo		C		Hopfield Network Demonstration
PSOpt Demo		Java		Particle Swarm Optimization Demonstration
ACOpt Demo		Java		Ant Colony Optimization Demonstration

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Games

Name		Lang.		Description
Hamster		C		Programming Contest Environment
Bridgit		C		Simple Two Player Game
Sudoku		C		Simple Sudoku Puzzle Solver

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Data Generators

• The bayes package contains the program bcdb, with which a random database of sample cases can be generated from a probability distribution described by a naive or full Bayes classifier.
• The ines package contains the program gendb, with which a random database of sample cases can be generated from a probability distribution described by a Bayesian network (over attributes with finite domains).

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Copying

All programs are free software; you can redistribute them and/or modify them under the terms of the GNU General Public License or the GNU Lesser (Library) General Public License as published by the Free Software Foundation (which license applies depends on the program).

All programs are distributed in the hope that they will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License or the GNU Lesser (Library) General Public License for more details.