a set of C++ library classes
for neural networks development



Learning algorithms

Classes implementing learning algorithms
o Learning
Virtual base class for learning - HTML documentaiton under construction.
o GradientDescent
Gradient descent learning algorithm - HTML documentaiton under construction.
o GradDescDecrEtaExp
Gradient descent with exponential decrement of learning rate - HTML documentaiton under construction.
o GradDescDecrEtaLin
Gradient descent with linear decrement of learning rate - HTML documentaiton under construction.
o MomentumDescent
Gradient descent with momentum - HTML documentaiton under construction.
o MomentumDescentDecrEtaExp
Gradient descent with exponential decrement of learning rate and momentum. HTML documentaiton under construction.
o MomentumDescentDecrEtaLin
Gradient descent with linear decrement of learning rate and momentum.
o BoldDriver
Bold driver learning algorithm - HTML documentaiton under construction.
o BoldMomentum
Bold driver with momentum learning algorithm - HTML documentaiton under construction.
o LearnType
It stores info about learning algorithm - HTML documentaiton under construction.
Classes implementing learning algorithms

Alphabetic index Hierarchy of classes


Last Updated February 2001
For comments and suggestions mail to Giorgio Valentini