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Built-in problems of kurobako.
Modulesยง
- hpobench
- A problem based on the benchmark described in Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization.
- nasbench
- A problem based on the benchmark described in NAS-Bench-101: Towards Reproducible Neural Architecture Search.
- sigopt
- A problem based on the benchmark defined by sigopt/evalset.
- surrogate
- A problem that uses a random forest surrogate model to evaluate parameters.
- warm_
starting - A problem for warm-starting optimizations.
- zdt
- A two-objective problem that takes its name from its authors Zitzler, Deb and Thiele.