mlpack compilation fails when LAPACK is not found by cmake. One solutions is to enable mlpack's CMakeLists.txt to find LAPACK. Namely, the solution is to add FindLAPACK.cmake in the directory mlpack-1.0.9/CMake so that cmake can find LAPAC…

[code lang="cpp"] include <time.h> include <mlpack/core.hpp> include <mlpack/methods/kmeans/kmeans.hpp> include <mlpack/methods/kmeans/allow_empty_clusters.hpp> include <mlpack/methods/kmeans/refined_start.hpp> include <mlpack/methods/kmeans/max_variance_new_cluster.hpp> include </mlpack/methods/kmeans/max_variance_new_cluster.hpp></mlpack/methods/kmeans/refined_start.hpp></mlpack/methods/kmeans/allow_empty_clusters.hpp></mlpack/methods/kmeans/kmeans.hpp></mlpack/core.hpp></time.h>

[code lang="cpp"] int numGauss = 3; int numDim = 3; int numObs = 1000; mlpack::gmm::GMM<> gmm(numGauss,numDim); arma::mat covar(numDim, numDim); gmm.Weights() = GenerateWeight(numGauss, 1.0/*1; // set j-th gmm's mean and covariance for(int…

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::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::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…

mlpack is a C++ machine learning library, which is developed by the fundamental algorithmic and statistical tools laboratory (FASTLab) at Georgia Tech. Machine learning methods implemented in mlpack are following: Density Estimation Trees …

mlpack version 1.0.1.1 can be installable with this unofficial ppa. sudo add-apt-repository ppa:sterling/mlpacksudo apt-get updatesudo apt-get install libmlpack-dev libmlpack1 mlpack-bin mlpack-doc