run one epoch of the umap optimization
1 | optimize_epoch(embedding, pairs, adjust, nns, abg, alpha)
|
embedding |
matrix with embedding coordinates (coordinates along columns) |
pairs |
matrix with rows: from to; indexes must be 0-based |
adjust |
vector with 0/1 whether to adjust or not |
nns |
vector with negative-neighbors-set size |
abg |
vector with configuration parameters, a, b, gamma, move_other |
alpha |
numeric learning rate for this epoch |
book |
matrix with columns: eps, epns, eon2s, eons, nns (in that order) |
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