pyDML
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Overflow handling
Some algorithms (NCA
, NCMML
, NCMC
, LMNN
) can overflow with some datasets if learning rates are too big. They may return matrices with NAs which cause errors in subsequent algorithms, like classifiers or a tune
function. During the tuning process the function should be able to not abort if there is a failure in any of the cases, and keep evaluating the other cases specified.