Implementation of SparseDC Algorithm
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Documentation for package ‘SparseDC’ version 0.1.17
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| 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 |