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