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ROADMAP.md

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Roadmap

Last update August 18th, 2022

Next releases - Short-Term

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