#stable #exp #overflow #value #log #logsumexp #ln-sum-exp

logaddexp

stable implementations of logaddexp and logsumexp

4 releases

0.1.3 Feb 20, 2024
0.1.2 Mar 17, 2023
0.1.1 Oct 22, 2022
0.1.0 Oct 21, 2022

#331 in Debugging

Download history 10/week @ 2024-01-25 6/week @ 2024-02-01 80/week @ 2024-02-08 312/week @ 2024-02-15 86/week @ 2024-02-22 53/week @ 2024-02-29 72/week @ 2024-03-07 37/week @ 2024-03-14 97/week @ 2024-03-21 181/week @ 2024-03-28 295/week @ 2024-04-04 270/week @ 2024-04-11 272/week @ 2024-04-18 270/week @ 2024-04-25 216/week @ 2024-05-02 260/week @ 2024-05-09

1,071 downloads per month
Used in cfr

MIT license

9KB
129 lines

logaddexp-rs

crates.io docs license build

Stable implementations of logaddexp and logsumexp in rust. Computing log(sum_i(exp(v_i))) for more than one value can esily result in overflow. This crate provies implementations for two (ln_add_exp) and many (ln_sum_exp) that are more stable (less prone to overfloe) than doing that computation naively.

Usage

Run

$ cargo add logadexp

Then import the trait you want to use and call the function on the appropriate types

use logaddexp::LogAddExp;

f64::ln_add_exp(..., ...);
use logaddexp::LogSumExp;

[...].into_iter().ln_sum_exp();

Dependencies

~155KB