Module simd_optimizations 

SIMD optimizations for preprocessing operations

This module provides SIMD-accelerated implementations of common preprocessing operations like element-wise arithmetic, statistical calculations, and data transformations that are frequently used in scaling, normalization, and other preprocessing tasks.

Modules

ndarray_ops

High-level SIMD-accelerated operations for ndarray integration

Structs

SimdConfig

Configuration for SIMD optimizations

Functions

add_scalar_f64_simd

SIMD-optimized element-wise addition of a scalar to a vector

add_vectors_f64_simd

SIMD-optimized vector addition

div_scalar_f64_simd

SIMD-optimized element-wise division of a vector by a scalar

mean_f64_simd

SIMD-optimized mean calculation

min_max_f64_simd

SIMD-optimized min/max finding

mul_scalar_f64_simd

SIMD-optimized element-wise multiplication of a vector by a scalar

sub_scalar_f64_simd

SIMD-optimized element-wise subtraction of a scalar from a vector

sub_vectors_f64_simd

SIMD-optimized vector subtraction

variance_f64_simd

SIMD-optimized variance calculation