Algorithm 1: DRAGON | |
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INPUT PCA components derived from highly variable genes | |
PARAMETERS Set maximum number of clusters (K), vector of temperatures (T), number of iterations (Z), convergence criterion | |
1 | FOR T in initial to final temperature |
2 | IF T>0 |
3 | IF Number of clusters < Maximum clusters |
4 | Split clusters with 2λ > T |
5 | FOR Z iterations or convergence |
6 | Expectation |
7 | Maximization |
8 | END |
9 | IF T=0 |
10 | FOR Z iterations or convergence |
11 | Expectation |
12 | Maximization |
13 | END |
14 | END |