Hyper-parameters Search

Ray Tune

Ray is a distributed framework allowing the computation of your model to be distributed across several workers. In particular, Ray Tune allows the user to do hyper-parameters search in a distributed fashion.

To support that use case, the Toolkit team maintains the eai-toolkit-distributed python library. The documentation should be able to help some experienced users.