Hyper-Parameter Tuning Support
This series of docs will describe the basics of hyper-parameter support within spock. spock tries to be as hands-off
as possible with the underlying backends that support hyper-parameter tuning and only provide a common and simplified
interface to define hyper-parameter tuning runs. The rest is left up to the user to define and handle, thus to not
handcuff the user into too simplified functionality.
All examples can be found here.
Installing#
Install spock with the extra hyper-parameter tuning related dependencies. Requires Python 3.7+ due to ax-platform
pip install spock-config[tune]