hydromodpy.calibration.adapters#

Optimizer adapters: scipy, optuna, grid.

Modules

cma_adapter

CMA-ES optimizer adapter backed by the cma package.

da_mh_gp_adapter

Delayed-Acceptance Metropolis-Hastings with Gaussian-process surrogate.

gp_mapping_adapter

Gaussian-process surrogate adapter with Expected Improvement acquisition.

grid_adapter

Grid-search adapter - deterministic, no external dependency.

optuna_adapter

Optuna adapter - TPE / CMA-ES / Random / NSGA-II.

random_search_adapter

Random-search adapter using numpy.random.default_rng.

scipy_adapter

SciPy optimizer adapter.