AutoML in ExMachina


#1

Any plans to include AutoML functionality with ExMachina/DS Notebook?

The idea of AutoML is to run through all algorithms in the library and find the “best” one according to a specified performance metric, while automatically performing grid search of hyperparameters and resampling techniques (like cross-validation, leaderboard validation, etc.)


#2

Hyper-parameters optimization has been on our ML pipelines roadmap and most functionalities are already built to start a grid and random search on C3 cluster (more strategies to come later), so stay tuned!
The other aspects of your request are also part of our roadmap, with a first taste in our upcoming release :wink:

It won’t be available in ExMachina at first.