Last update May 19th, 2021
Change interface to support trial object instead of curated lists. This is necessary to support algorithms such as PBT.
- Specific to hyper parameter optimizations
- Provide status of experiments
Leveraging the knowledge base contained in the EVC of previous trials to optimize and drive new trials.
The Space class will be refactored on top of ConfigSpace. This will give access to conditional parameters and forbidden clauses.
- NAS
- Multi-Objective Optimization
- Dynamic Scheduler