Module ml_optimizers

Specialized optimizers for machine learning applications

This module provides optimization algorithms specifically designed for machine learning tasks, including regularized optimization, feature selection, and deep learning optimizers with advanced features.

Modules

ml_problems

Convenience functions for common ML optimization problems

Structs

ADMMOptimizer

ADMM (Alternating Direction Method of Multipliers) optimizer for general constrained problems

CoordinateDescentOptimizer

Coordinate Descent optimizer for separable problems

ElasticNetOptimizer

Elastic Net optimizer (L1 + L2 regularization)

GroupLassoOptimizer

Group Lasso optimizer for grouped feature selection

LassoOptimizer

L1 regularization (Lasso) optimizer using proximal gradient descent