Lib.rs

› Science › Lace
#monte-carlo #lace #statistical #component #specification #integration #model

lace_stats

Contains component model and hyperprior specifications

by Ken Swanson, Michael T Schmidt. Co-owned by Baxter Eaves.

7 releases

0.3.0 Feb 7, 2024
0.2.1 Jan 23, 2024
0.1.5 Oct 16, 2023
0.1.4 Jul 26, 2023
0.1.0 Apr 21, 2023

#219 in Science

Download history 26/week @ 2024-01-21 23/week @ 2024-02-04 5/week @ 2024-02-11 3/week @ 2024-02-18 43/week @ 2024-02-25 10/week @ 2024-03-03 38/week @ 2024-03-10 8/week @ 2024-03-17 4/week @ 2024-03-24 41/week @ 2024-03-31 5/week @ 2024-04-07 9/week @ 2024-04-14 12/week @ 2024-04-21

68 downloads per month
Used in 6 crates (5 directly)

BUSL-1.1

225KB
6K SLoC

Lace stats

Contains component model and hyperprior specifications.

This crate contains:

  • New column types and the extra data structures required for using a component model in lace
  • Statistical utilities for MCMC
  • Statistical utilities for Monte Carlo integration
  • Statistical test like KS and Chi-Square

Dependencies

~10MB
~208K SLoC