Module optimization 

SIMD-optimized optimization algorithms

This module implements high-performance optimization algorithms using SIMD instructions for machine learning applications including gradient descent, coordinate descent, and Newton-type methods.

Structs

CoordinateDescent

SIMD-optimized coordinate descent optimizer

GradientDescent

SIMD-optimized gradient descent optimizer

QuasiNewton

SIMD-optimized quasi-Newton optimizer (L-BFGS)

Functions

simd_axpy

SIMD-optimized AXPY operation: y = alpha * x + y

simd_momentum_update

SIMD-optimized momentum update: v = momentum * v + grad

simd_scale

SIMD-optimized scaling: x = alpha * x