ScalableCytometryImageProcessing/SCIP

Move UMAP to separate module

Closed this issue · 1 comments

UMAP (and other dimensionality reduction methods) should be added to a separate analysis module. UMAP results should still be added to a report. Components should be concatenated to other features so that dimensionality reductions can be exported alongside features.

There will likely be no UMAP in SCIP. We will focus on distributed algorithms in Dask-ML.