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#data-science #collection #scientific #linear-algebra #fft #optimization #science

scialg

A collection of scientific algorithms

Owned by loenard97.

3 releases (breaking)

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

#1017 in Algorithms

Download history 7/week @ 2024-01-16 2/week @ 2024-02-13 14/week @ 2024-02-20 167/week @ 2024-02-27 56/week @ 2024-03-05 44/week @ 2024-03-12 3/week @ 2024-03-26 30/week @ 2024-04-02

74 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