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mixture model

Mixture model’s equation is here

(1)   \begin{equation*}\begin{matrix}p(x) = \sum_{n=1}^K\pi_{k}p_{k}(x)  \\ \\0 \leq \pi \leq 1, \quad 0 \leq p_{k}(x) \leq 1, \quad \sum_{n=1}^K\pi_{k}=1\end{matrix}\end{equation*}

Where K is the number of models, p_k(x) is the family of mixed models in any distribution such as Gaussian, Bernoullis, and Gamma. \pi_{k}(x) is corresponding weights.


Gaussian Mixutre Model

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