cbsrs

Crates.iocbsrs
lib.rscbsrs
version0.1.0
sourcesrc
created_at2024-02-05 11:23:28.558325
updated_at2024-02-05 11:23:28.558325
descriptionA Circular Binary Segmentation algorithm
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Max Brown (Euphrasiologist)

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cbsrs

The cbsrs crate implements the Circular Binary Segmentation algorithm (1) based on code from (2).

It exposes an extremely simple API, as a trait which operates only on Vec<usize>.

use cbsrs::CBS;

let steps: Vec<usize> = vec![1, 1, 1, 3, 3, 2, 1, 2, 3, 300, 310, 321, 310, 299];

let shuffles = 1000;
let p = 0.05;

let res = steps.cbs(shuffles, p).unwrap();

for (start, end) in res.iter() {
  println!("{start}-{end}");
}

This implementation omits the 'validation' algorithm seen in other implementations.

  1. Olshen, Adam B., et al. "Circular binary segmentation for the analysis of array‐based DNA copy number data." Biostatistics 5.4 (2004): 557-572.
  2. https://github.com/jeremy9959/cbs/blob/master/cbs.py
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cargo fmt