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-distributed-toolkit python library. The documentation should be able to help some experienced users.
Shuriken
Shuriken is an ElementAI made library specifically built to do hyper-parameters search. Although unmaintained and unsupported by the Toolkit team, it is still reported as working.
Documentation (requires EAI VPN access)
Warning
There are two versions of Shuriken. The one listed above is compatible with Toolkit. The other one has been deprecated earlier and the repository archived.