Weekly Blog Post #10

seraphimstreets
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.

DJDT

Versions

Time

Settings from gsoc.settings

Headers

Request

SQL queries from 1 connection

Static files (2312 found, 3 used)

Templates (11 rendered)

Cache calls from 1 backend

Signals

Log messages