3 releases (breaking)

0.3.0 Mar 2, 2024
0.2.0 Jan 18, 2024
0.1.0 Jan 3, 2024

#1133 in Algorithms

33 downloads per month

MIT license

54KB
1.5K SLoC

scialg

A collection of scientific algorithms

Contents

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

lib.rs:

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

Dependencies

~2MB
~33K SLoC