Roadmap

Last update March 2nd, 2023

Next releases - Short-Term

v0.2.8

v0.2.7

v0.2.6

Fix; make sure stdout from user script is printed back and not captured

Simple dashboard specific to monitoring and benchmarking of Black-Box optimization

Specific to hyper parameter optimizations
Provide status of experiments

Leveraging previous experiences

Leveraging the knowledge base contained in the EVC of previous trials to optimize and drive new trials.

Next releases - Mid-Term

Next releases - Long-Term

Conditional Space

The Space class will be refactored on top of ConfigSpace. This will give access to conditional parameters and forbidden clauses.

Other possibilities

NAS
Multi-Objective Optimization
Dynamic Scheduler