Weekly Blog Post #10

Published: 08/22/2022

What did you do this week?

Finalized the default/user-defined hyperparameters functionality for the AutoML model, added unit tests and a page of documentation.

What is coming up next?

I will be adding more unit tests to validate the performance of the model , and also explore the optional ensemble functionality. I’ve also requested a review from my mentors, will make changes if necessary if they request it.

Did you get stuck anywhere?

Default hyperparameters are a little troublesome, since they may not work with certain tuners, ie. Bayes optimization. Will consult with mentors to decide on how to handle that.