Lib.rs

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#monte-carlo #specification #component-model #lace #statistical #mcmc #stats

lace_stats

Contains component model and hyperprior specifications

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

8 unstable releases (3 breaking)

0.4.0 Jun 25, 2024
0.3.0 Feb 7, 2024
0.2.1 Jan 23, 2024
0.1.5 Oct 16, 2023
0.1.0 Apr 21, 2023

#636 in Machine learning

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

BUSL-1.1

265KB
7K 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

~11MB
~210K SLoC