Optuna v3.0 has been released, and it deprecated the old distributions and introduced the new distributions. We should replace the old definitions with new ones.
What we should change.
- Replace the definitions of
UniformDistribution, LogUniformDistribution, and DiscreteUniformDistribution with FloatDistribution.
- Replace the definitions of
IntDistribution and IntLogUniformDistribution with IntDistribution.
For example, here.