Aloe Math

Aloe Math is a Rust crate dedicated to optimizing arithmetic operations in scientific and engineering applications. Leveraging linear interpolation and Pade approximations, the crate provides fast and memory-efficient techniques for approximate calculations of complex mathematical functions.

Features

• Efficient Approximations: The core feature of Aloe Math is its LookupTable and LookupTableTransform structs, which allow you to define approximations of functions based on pre-calculated data points.
• Statistics Accumulation: Collects statistical data series with an emphasis on precision through KahanSum methods to minimize floating point errors.
• Phase Management and Signal Processing: Manage phase values that wrap around 2π and process signals in digital signal processing (DSP) tasks.
• Linear Algebra Built-ins: Execute operations on matrices for classic arithmetic tasks and solve linear systems efficiently.
• Fast Function Approximations: Contains specialized routines for accelerated calculations of hyperbolic and trigonometric functions using approximations.
• DSP Special Functions: Provides Bessel functions, elliptical integral computations, and Jacobian elliptic functions for advanced mathematical computations.

Getting Started

To use Aloe Math, add the following to your Cargo.toml:

[dependencies]
aloe-math = "0.1.0"

Examples

LookupTable

use aloe_math::LookupTable;
let lut = LookupTable::<f64>::new(|x| x.sqrt(), 64);
let value = lut[17];

Matrix Operations

use aloe_math::Matrix;
let matrix = Matrix::new(3, 3);
let identity = Matrix::identity(3);

FastMathApproximations

use aloe_math::FastMathApproximations;
let cos_approx = FastMathApproximations::cos(std::f64::consts::PI / 4.0);

License

Aloe Math is available under the GPL-3.0 License. See the LICENSE file for more.

Authors

• klebs (Tpk3) [tpk3.mx@gmail.com]

Repository

The project is hosted on GitHub: klebs6/aloe-rs

This README.md was generated by an AI model and may not be 100% accurate, but it should be pretty good.

This crate is a translation of the JUCE module.

JUCE is a c++ software framework for developing high performance audio applications.

Usage falls under the GPLv3 as well as the JUCE commercial license.

See github.com/juce-framework/JUCE and the JUCE license page for details.

This crate is in the process of being translated from c++ to rust. For progress updates, please see the workspacer rust project. designed specifically for rust projects.