netdecom 0.0.4

Dimensionality Reduction and Decomposition of Undirected Graph Models and Bayesian Networks

NetDecom

NetDecom is a Python package for dimensionality reduction and decomposition in undirected graph models and Bayesian networks. The package provides efficient methods for finding the minimal local model containing a set of interested variables and implements atom decomposition for undirected graphs.

Features

• Minimal Local Model Search: Efficient algorithms for finding minimal local models that include the variables of interest in undirected graphs and directed acyclic graphs (DAGs).
• Atom Decomposition: Implements atom decomposition for undirected graph models, helping reduce the graph structure for more efficient processing and analysis.

Installation

You can install NetDecom via pip from the Python Package Index (PyPI):

pip install NetDecom