gaml (general purpose machine learning library)
 
Vector quantization (vq)
1 class nu-SVM
Reinforcement Learning
Particle Swarm Optimization
Unscented Kalman Filter
gaml (general purpose machine learning library)
 
 
Items
gaml
gaml-libsvm
gaml-linear
gaml-mlp
gaml-kvq
 
  

MAchine Learning and Interactive Systems

gaml-mlp
 
  by Fix Jeremy
 
 

Description

This library is a C++ template-based library that provides multilayer perceptrons to gaml. It basically provides templates for creating a multilayer networks with various transfer functions (you can provide your own) which can fit to your input and output data. Learning the predictors can be done through backpropagation or Unscented Kalman Filters.

Download and documentation

The latest gaml-mlp package can be found here as a gaml-mlp-*.tar.gz package.

The documentation (with examples) is here.

Examples

Various examples for classification and regression using backpropagation or kalman filters for learning are provided in the library, check out the documentation of the examples.