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AI4R is a collection of ruby algorithms implementations,
covering several Artificial intelligence fields. It implements:
* Genetic algorithms
* Self-organized maps (SOM)
* Neural Networks
- Multilayer perceptron with Backpropagation learning
- Hopfield net
* Automatic classifiers (Machine Learning)
- ID3 (Decision Trees)
- PRISM (J. Cendrowska, 1987)
- Multilayer Perceptron
- OneR (AKA One Attribute Rule, 1R)
- ZeroR
- Hyperpipes
- Naive Bayes
- IB1 (D. Aha, D. Kibler - 1991)
* Data clustering
- K-means
- Bisecting k-means
- Single linkage
- Complete linkage
- Average linkage
- Weighted Average linkage
- Centroid linkage
- Median linkage
- Ward's method linkage
- Diana (Divisive Analysis)
WWW: http://ai4r.rubyforge.org
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