Ls addsampler fix
Finally completed the integration of the sampler inside the generation process. Now, the generation of the sets of designs uses a proper samples, where different strategies are integrated. Therefore, the main changes be listed as:
- Integration of sampler, now with "sampling" (KDE) and "bayesian" strategies.
- Writing the docstrings of all the files modified here
- Improve the speed of the "sampling" strategy, by removing the steps of update the engine, as it is not possible here
- Change the name of the
aaad/generation
toaaad/sampler
, as it is less confusing - Clean a file, and a few other small things
Even though the generation has been tested for Semiramis
, it still should be tested for others. Besides, we need to test the request of categorical values. It is implemented, but yep we need to test.