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Description
When fitting UMAP
with verbose=True
, some very very large arrays are logged, making the logs unusable for tracking stages of the computation. My goal with setting verbose=True
was to track stages of the computation as fitting on large data can take a while.
Ideally we should avoid logging large arrays, especially in a setting a user is likely to be using. If logging those arrays is still sometimes desired, we should move those logs to TRACE
which can only be set by setting verbose=6
.