# Implementation of SparseDC Algorithm

## Documentation for package ‘SparseDC’ version 0.1.17

- 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 Calculator.
lambda2_calculator | Lambda 2 Calculator.
pre_proc_data | Pre-process Data
sim_data | Data Simulator
sparsedc_cluster | Sparse Differential Clustering
sparsedc_gap | Gap Statistic Calculator
S_func | The soft thresholding operator
update_c | Update Clusters
update_mu | Update the Center Values