graspologic
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Look into whether AutoGMM regularization increases too quickly
Anecdotally, have seen cases where bic jumps up a lot as soon as the model has to add regularization. Perhaps some regularization would help, but the steps in regularization used are too heavy.
I'll get this done this semester