[D] What is the current SOTA for open-source AutoML?

Web: https://www.reddit.com/r/MachineLearning/comments/vigx2l/d_what_is_the_current_sota_for_opensource_automl/

I've never really used AutoML--I prefer to code up my models and data engineering by hand, but I'm beginning to wonder if I can use AutoML as a starting point, e.g., the built-in hyper-parameter optimization or NAS finds a good neural network hyper-params/architecture for me, and I can build on that.

With that in mind, what's the SOTA right now? Ideally, it would be as white-box as possible, telling me the models it tries, what worked and didn't, etc. Alternatively, …

automl machinelearning open sota