LibAI
A library compiling Artificial Intelligence algorithms:
Neural Networks
-
Supervised:
- Perceptron (Single and Multilayer)
- Adaline
- Learning Vector Quantization
- Radial Basis Function
- Support Vector Machines.
- Hebb
-
Unsupervised:
- Competitive
- Hopfield
- Kohonen
Fuzzy Logic
Inference engine, rules and set.
Genetic Algorithm
Binary & permutation chromosomes, elitism algorithm.
Decision Tree
- C4.5 algorithm with discrete and continuous attributes.
- Naive Bayes inference.
Search Algorithms
- Depth First Search
- Breeadth First Search
- A*
Ant Colony Optimization
- Metaheuristic framework
- MMAS
- AntQ
- Ant System
- Ant System Rank
- Elistist Ant System.
More things to come!