OpenANNhttp://mloss.orgUpdates and additions to OpenANNenThu, 26 Sep 2013 23:52:03 -0000OpenANN 1.1.0<html><p>OpenANN provides </p> <ul> <li> Various types of artificial neural networks: multilayer neural network, convolutional neural network (CNN) with convolutional layers, subsampling layers and max-pooling layers, random projections for data and network compression and extreme learning machines, restricted Boltzmann machines (RBM) and sparse auto-encoders (SAE) for unsupervised pretraining </li> <li> Optimization algorithms: mini-batch stochastic gradient descent (MBSGD) for large networks, conjugate gradient (CG) for large networks, limited memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) and Levenberg-Marquardt algorithm (LMA) for smaller networks, (increasing population size) covariance matrix adaption evolution strategies (IPOPCMAES) for reinforcement learning </li> <li> Supported languages: C++, Python bindings </li> </ul></html>Alexander FabischThu, 26 Sep 2013 23:52:03 -0000 networks