Bishop-PatternRecognitionAndMachineLearning-Springer2006

Amazon排名前5资源PrefaceMathematicalNotation1.Introduction2.ProbabilityDistribution3.LinearModelsforRegression4.LinearModelsforClassification5.NeuralNetworks6.KernelMethods7.SparseKernelMachines8.GraphicalModels9.MixtureModelsandEM10.ApproximateInference11.SamplingMethods12.ContinuousLatentVariable