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Machine Learning

Standard FunctionsNormalizationSoftmaxLossMean Squared ErrorCoefficient of DeterminationMeanArithmetic MeanActivationSigmoidReLUVapnik–Chervonenkis TheoryVC-DimensionNeural NetworksSimple Feedforward1. Introduction with the XOR problem3. PyTorch for learning the XOR ProblemRegressionLinear1. Introduction2. Using Vector NotationLogistic1. Introduction2. Deriving the model3. Multinomial Logistic RegressionPyTorchnn1. Linear