This project needs support for evolutionary algs and other population-based methods. Essentially, instead of generating single hyperparameter sets at a time, there should be a way to generate a batch of them.
This could be implemented using a generator in SearchSpace.generate() with n samples and updating when the generator is empty.
This project needs support for evolutionary algs and other population-based methods. Essentially, instead of generating single hyperparameter sets at a time, there should be a way to generate a batch of them.
This could be implemented using a generator in SearchSpace.generate() with n samples and updating when the generator is empty.