mloss.org Nenhttp://mloss.orgUpdates and additions to NenenSun, 19 Feb 2012 00:31:34 -0000Nen Betahttp://mloss.org/software/view/385/<html><h1>Nen - Neural Network Implementation in Java</h1> <p>A 3-layer neural network for regression and classification with sigmoid activation function and command line interface similar LibSVM. </p> <p>Quick Start: "java -jar nen.jar" </p> <h1>Features:</h1> <ul> <li> Regression and Classification </li> <li> <a href="http://www.indiji.com/getting-started-with-nen.html">Command-Line-Interface</a> and <a href="http://www.indiji.com/getting-started-with-nen.html#java">Java-API</a> </li> <li> <a href="http://www.indiji.com/free-lunch-learning.html">Free Lunch Learning</a> </li> <li> <a href="http://www.indiji.com/nen-tutorial.html#crossvalidation">Cross-Validation</a> </li> <li> Read and write Datasets in LibSVM-Files </li> <li> Backpropagation (Stochastic Gradient Descent) </li> <li> Sigmoid Activation Function </li> </ul> <p>See this <a href="http://indiji.com/svm-vs-nn.html">out-of-the-box comparison between LibSVM and Nen</a> for a demonstration on several regression- and classification datasets. </p> <p>Go to the <a href="http://indiji.com/nen.html">Nen-Website</a> for more information. </p></html>pascal lehwarkSun, 19 Feb 2012 00:31:34 -0000http://mloss.org/software/rss/comments/385http://mloss.org/software/view/385/neural networks