pyrieef.optimization package¶

Submodules¶

pyrieef.optimization.algorithms module¶

pyrieef.optimization.algorithms.newton_optimize_trajectory(objective, trajectory, verbose=False, maxiter=15)¶

pyrieef.optimization.common_imports module¶

pyrieef.optimization.optimization module¶

class pyrieef.optimization.optimization.GradientDescent(f)¶

Bases: pyrieef.optimization.optimization.UnconstraintedOptimizer

one_step(x)¶

class pyrieef.optimization.optimization.NaturalGradientDescent(f, A)¶

Bases: pyrieef.optimization.optimization.UnconstraintedOptimizer

delta(x)¶

one_step(x)¶

class pyrieef.optimization.optimization.NetwtonAlgorithm(f)¶

Bases: pyrieef.optimization.optimization.UnconstraintedOptimizer

one_step(x)¶

class pyrieef.optimization.optimization.UnconstraintedOptimizer(f)¶

Bases: object

gradient(x)¶

objective(x)¶

abstract one_step(x)¶

set_eta(eta)¶

Module contents¶