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| xLLiM-package | High Dimensional Locally-Linear Mapping |
| data.xllim | Simulated data to run examples of usage of 'gllim' and 'sllim' functions |
| data.xllim.test | Testing data to run examples of usage of 'gllim_inverse_map' and 'sllim_inverse_map' functions |
| data.xllim.trueparameters | True parameters used to simulate the datasets 'data.xllim' and 'data.xllim.test' |
| emgm | Perform EM algorithm for fitting a Gaussian mixture model (GMM) |
| gllim | EM Algorithm for Gaussian Locally Linear Mapping |
| gllim_inverse_map | Inverse Mapping from gllim parameters |
| sllim | EM Algorithm for Student Locally Linear Mapping |
| sllim_inverse_map | Inverse Mapping from sllim parameters |