torch_numopt package

Subpackages

torch_numopt.algorithms	Concrete optimizer implementations.
torch_numopt.curvature	Curvature estimators for second-order optimization.
torch_numopt.utils	Utility functions for parameter operations, stability, and type conversions.

Submodules

torch_numopt.curvature_estimator	Base class for curvature estimation class.
torch_numopt.line_search	Line-search algorithms for step-length determination.
torch_numopt.numerical_optimizer	Base classes for numerical optimizers that use curvature information.
torch_numopt.objective	Defines the objective function interface and a supervised learning implementation.
torch_numopt.solve_system	Linear system solvers for curvature matrices.
torch_numopt.step_initializer
torch_numopt.trust_region	Trust-region methods for optimization.