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gmm

mlpack: GMM fitting

mlpack::gmm::Estimate() estimates the probability distribution directly from the given observations, using the given algorithm in the FittingType class to fit the data. The fitting will be performed 'trials' times; from these trials, the m…

mlpack: create Gaussian Mixture Model

mlpack::gmm::GMM creates a Gaussian Mixture Model with different constructors. Create an empty Gaussian Mixture Model, with zero gaussians. [sourcecode language="cpp"] template<typename FittingType = EMFit<>> mlpack::gmm::GMM< FittingType >::GMM() [/sourcecode] Create a</typename>…

mlpack: how to compute Gaussian probability density function

mlpack::gmm::phi() computes univariate/multivariate Gaussian probability density functions. probability of a univariate Gaussian. [sourcecode language="cpp"] double mlpack::gmm::phi( const double x, // Observation. const double mean, // Me…