hungarianalg

Implementation of the Hungarian Algorithm for optimal matching in bipartite weighted graphs.


License
MIT
Install
pip install hungarianalg==0.0.1

Documentation

A Python 3 implementation of the Hungarian Algorithm for optimal matching in bipartite weighted graphs.

Based on the graph theory implementation in these notes combined with the matrix interpretation in these notes.

For a detailed overview, see this Jupyter notebook.

Usage

Installation: pip3 install hungarianalg

Import: from hungarianalg.alg import hungarian

Function call: result = hungarian(matrix)

Properties:

  • Optimal Matching: result.match
  • Revenues: result.revenues
  • Row Weights: result.row_weights
  • Col Weights: result.col_weights
  • Total Revenue: result.revenue_sum

See example.py for a comprehensive example.