This PR changes the behavior of handling random seeds in bofire. Before, when no seed was provided, a seed was generated in the data model. This is problematic, as when the user does not want to use a seed and the data model is stored in some backend, always the same seed is used and the same candidates are generated.
The new behavior allows now for None values and generates the seed just in the functional model when no seed is provided orginally.
This PR changes the behavior of handling random seeds in bofire. Before, when no seed was provided, a seed was generated in the data model. This is problematic, as when the user does not want to use a seed and the data model is stored in some backend, always the same seed is used and the same candidates are generated.
The new behavior allows now for
Nonevalues and generates the seed just in the functional model when no seed is provided orginally.