Project Has Moved

Encog is an advanced neural network and bot programming library. Encog can be used independently either to create neural networks or HTTP bot programs. Encog also includes classes that combine these two advanced features. Encog contains classes for Feedforward Neural Networks, Hopfield Neural Networks, and self organizing maps. Training can be accomplished using backpropagation, simulated annealing, and genetic optimization. Additional classes are provided for pruning neural networks.

Neural Network Architectures

Feedforward Neural Network (Perceptron)
Hopfield Neural Network
Self Organizing Map (Kohonen)
Radial Basis Function Network
Elman Recurrent Neural Network
Jordan Recurrent Neural Network

Training Techniques

Backpropagation
Resilient Propagation
Manhattan Update Rule Propagation
Competitive Learning
Hopfield Learning
Genetic Algorithm Training

Training Data Models

Supervised
Unsupervised
Temporal (Prediction)
Financial (downloads from Yahoo Finance)
SQL
XML
CSV
Image Downsampling

Activation Functions

Sigmoid
Hyperbolic Tangent
Linear
SoftMax
Tangential
Sin Wave
Bipolar
Gaussian