Expand description
This crate is a collection of common algorithms used in data science written in pure Rust. It includes modules for
- Evaluation of constants
- Filter functions
- Fourier analysis
- Special function evaluations
- Integration
- Inter- (and extra)polation
- Linear algebra
- Dataset modelling (aka fitting)
- Differential equations
- Optimization
- Root finding
- Sorting
- Statistics
- Vector math
Modulesยง
- consts
- Evaluation algorithms for mathematical constants
- filter
- Filter onedimensional data
- fourier
- Fourier analysis
- function
- Evaluation algorithms for functions
- integration
- Evaluation algorithms for integrals of functions
- interpolation
- Interpolation (and extrapolation) of errorless datasets
- linalg
- Linear algebra algorithms
- model
- Fitting of datasets with known errors to a known model
- ode
- Ordinary differential equation solver
- optimize
- Minimization of functions
- root
- Root finding of functions
- sort
- Sorting algorithms for onedimensional datasets
- statistic
- Statistical modeling of datasets
- vector
- Vector algebra