| 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 |
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