Crate single_utilities 

Single Utilities

A comprehensive utilities library designed for the SingleRust ecosystem and beyond. This crate provides fundamental building blocks for mathematical computations, data processing, and algorithmic operations commonly needed in scientific computing, machine learning, and data analysis applications.

Overview

Single Utilities offers a collection of traits and types that abstract common patterns in numerical computing while maintaining flexibility and performance. While primarily developed for the SingleRust ecosystem, the library is designed with modularity and interoperability in mind, making it suitable for use with other Rust libraries and frameworks.

Features

Traits Module

• Numeric Operations: Comprehensive traits for basic and advanced numeric operations
• Thread Safety: Thread-safe variants for concurrent and parallel computations
• SIMD Support: Optional SIMD-accelerated operations when the “simd” feature is enabled
• Type Constraints: Flexible trait bounds for generic mathematical algorithms

Types Module

• Direction Handling: Utilities for row/column-oriented operations
• Distance Metrics: Common distance functions for similarity calculations
• Batch Processing: Identifiers and utilities for batch operations

Usage

use single_utilities::traits::NumericOps;
use single_utilities::types::{Direction, DistanceMetric};

// Use traits to constrain generic functions
fn process_data<T: NumericOps>(data: &[T]) -> T {
    // Your numeric processing logic here
    T::zero()
}

// Use direction for matrix operations
let direction = Direction::ROW;
if direction.is_row() {
    // Process row-wise
}

Feature Flags

• simd: Enables SIMD-accelerated operations using the simba crate

Compatibility

This library is designed to work seamlessly with:

• The broader SingleRust ecosystem
• Standard numeric libraries like num-traits
• SIMD libraries like simba (when feature is enabled)
• Custom mathematical and scientific computing libraries

Modules

traits

types