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by Haicang Nonparametric Methods Histogram A general formula Kernel density estimators Nearest-neighbor methods Nonparametric Methods Histogram A general formula For a certai...

Overview Chap 2: Distribution and non-parametric models Chap 3: Generalized Linear model Overview Chap 2: Distribution and non-parametric models Chap 3: Generalized Linear model...

Haicang Kernel Methods Overview Constructing Kernels 注： 对于一些专有名词的翻译可能不准确。 对公式的编号与 PRML 中相同。 Kernel Methods Overview 在 linear parametric models （参数模型）中，我们通过学习 y=wTx+by=wT...