R: High Dimensional Locally-Linear Mapping

# High Dimensional Locally-Linear Mapping

## Documentation for package ‘xLLiM’ version 2.3.1

- DESCRIPTION file
- Package README

## Help Pages

xLLiM-package | High Dimensional Locally-Linear Mapping
bllim | EM Algorithm for Block diagonal Gaussian 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 or bllim parameters
preprocess_data | A proposition of function to process high dimensional data before running gllim, sllim or bllim
sllim | EM Algorithm for Student Locally Linear Mapping
sllim_inverse_map | Inverse Mapping from sllim parameters