Software for Associations Discovery

• Azmy SuperQuery, includes association rule finder.
• Clementine Suite from SPSS, includes market basket analysis
• IBM Intelligent Miner for Data
• IREX, segments data to optimize numeric outcomes such as profit, cost to service, or churn.
• The LPA Data Mining Toolkit supports the discovery of association rules within relational database.
• Magnum Opus fast tool for finding association rules from data, for Windows, Linux, and Solaris.
• Megaputer Polyanalyst Suite, includes market basket analysis engine
• Purple Insight MineSet visual data mining suite, includes association rules visualizer.
• Wizsoft WizRule: finds association rules and potential data errors; WizWhy uses association rules for data mining.
• Xpertrule Miner 4.0
• XAffinity(TM), for identifying affinities or patterns in transaction and click stream data

free:

• Apriori, a program to find association rules with the apriori algorithm (Agrawal et al.). Fast implementation that uses prefix trees.
• Apriori, FP-growth, Eclat and DIC implementations by Bart Goethals.
• ARtool, collection of algorithms and tools for the mining of association rules in binary databases. Distributed under the GNU General Public License.
• DM-II system, includes CBA for classification based on associations, and many more features.
• FIMI, Frequent Itemset Mining Implementations repository, including software and datasets.