# Implementation of SparseMDC Algorithm

## Documentation for package ‘SparseMDC’ version 0.99.5

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

cell_type_biase | Biase Data Cell Type
condition_biase | Biase Data Conditions
data_biase | Biase Data
generate_uni_dat | Uniform data generator For use with the gap statistic. Generates datasets drawn from the reference distribution where each reference feature is generated uniformly over the range of observed values for that feature.
lambda1_calculator | Lambda 1 Calcualtor
lambda2_calculator | Lambda 2 Calculator
mu_calc | mu Calculator
mu_solver | Mu Solver
pen_calculator | Penalty calculator
pre_proc_data | Pre-process data
score_calc | Score calculator
sdc_mpar | SparseDC Multi Parallel
sparsemdc_gap | Gap Statistic Calculator
sparse_mdc | SparseDC Multi
S_func | The soft thresholding operator
update_c | update_c
update_mu | update_mu