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Encog Top Commands : Source Chat GPT and Inspired from Arizona State University SGR 594 Machine Learning for Software Engineering Encog machine learning framework, it’s a Java and .NET-based library developed by Jeff Heaton, designed for building and training neural networks. Encog supports various machine learning models, including neural networks, support vector machines, and genetic algorithms. It’s particularly noted for its educational value and is cited in numerous academic papers. 1. Simple XOR Neural Network A basic example of training a neural network to solve the XOR problem using Encog’s ResilientPropagation algorithm import org.encog.Encog; import org.encog.engine.network.activation.ActivationReLU; import org.encog.engine.network.activation.ActivationSigmoid; import org.encog.ml.data.MLData; import org.encog.ml.data.MLDataSet; import org.encog.ml.data.basic.BasicMLDataSet; import org.encog.neural.networks.BasicNetwork; import org.encog.neural.networks.layers.BasicLayer; imp...