ChowLiuTrees.jl

Learning Chow-Liu Trees from data
Author Tractables
Popularity
5 Stars
Updated Last
5 Months Ago
Started In
January 2022

ChowLiuTrees.jl

Unit Tests codecov

This package provides an efficient implementation for learning Chow-Liu Trees from binary and categorical data.

As such, this package also provides functions to estimate a mutual information matrix from data, both on CPU and on GPU, and functions to compute (top-k) spanning trees.

Example

See the example directory and unit tests for example usage.