f3dasm_optimize#

Functions

adam([learning_rate, beta_1, beta_2, ...])

Adam optimizer.

cmaes([population, seed])

Covariance Matrix Adaptation Evolution Strategy (CMA-ES) optimizer.

de([population, seed])

Differential Evolution (DE) optimizer.

de_nevergrad([population, initialization, ...])

Nevergrad Differential Evolution (DE) optimizer.

optimizers_extension()

pso([population, seed])

Particle Swarm Optimization (PSO) optimizer.

pso_nevergrad([population, transform, ...])

Nevergrad Particle Swarm Optimization (PSO) optimizer.

sgd([learning_rate, momentum, nesterov, seed])

Stochastic Gradient Descent (SGD) optimizer.

simanneal([population, seed])

Simulated Annealing (SimAnneal) optimizer.

tpe_sampler([seed])

Tree-structured Parzen Estimator (TPE) sampler.

try_import()

Create a context manager that can wrap imports of optional packages to defer exceptions.