Module reduction 

Array reduction operations with SIMD acceleration (argmin, argmax, etc.) Array reduction operations with SIMD acceleration

This module provides SIMD-accelerated reduction functions for finding indices of minimum and maximum elements in arrays. These are fundamental operations for optimization, statistics, and data analysis.

Functions

argmax_k

Find indices of top-k maximum elements in a 1D array.

argmax_simd

Find the index of the maximum element in a 1D array with SIMD acceleration.

argmin_k

Find indices of top-k minimum elements in a 1D array.

argmin_simd

Find the index of the minimum element in a 1D array with SIMD acceleration.

cumprod_simd

Compute cumulative product of array elements with SIMD acceleration.

cumsum_simd

Compute cumulative sum of array elements with SIMD acceleration.

max_simd

Find the maximum value in a 1D array with SIMD acceleration.

mean_simd

Compute the arithmetic mean of a 1D array with SIMD acceleration.

min_simd

Find the minimum value in a 1D array with SIMD acceleration.

std_simd

Compute the standard deviation of a 1D array with SIMD acceleration.

sum_simd

Compute sum of a 1D array with SIMD acceleration.

variance_simd

Compute the variance of a 1D array with SIMD acceleration.