Crate kurobako_problems

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Built-in problems of kurobako.

Modules

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.