ferray-stats 0.2.1

Statistical functions, reductions, sorting, and histograms for ferray
Documentation

ferray-stats

Statistical functions, reductions, sorting, histograms, and set operations for the ferray scientific computing library.

What's in this crate

  • Reductions: sum, mean, var, std, min, max, argmin, argmax with SIMD pairwise summation
  • NaN-aware: nansum, nanmean, nanvar, nanstd, nanmin, nanmax
  • Sorting: sort, argsort, partition, argpartition
  • Histograms: histogram, histogram2d, histogramdd, bincount
  • Set operations: unique, intersect1d, union1d, setdiff1d, setxor1d
  • Correlation: corrcoef, cov, correlate
  • Axis-aware reductions with Rayon parallelism for large arrays

Usage

use ferray_stats::{mean, std, var};
use ferray_core::prelude::*;

let a = Array1::<f64>::linspace(0.0, 1.0, 1000)?;
let m = mean(&a, None)?;
let s = std(&a, None, None)?;

This crate is re-exported through the main ferray crate.

License

MIT OR Apache-2.0