pygraphs

pygraphs is a Python package dedicated to the study of graphs as discrete data structures and graph algorithms.

Source code is available on GitLab, together with simple makefiles.

Features

  • Efficient data structures written in modern C++ 17 and wrapped into Python using Swig
    • Directed and undirected Graphs
    • Priority Queue using Binary Heap
  • Classic algorithms are implemented in Python 3 with type annotations
    • Breadth-First and Depth-First iteration with generators
    • Finding Eulerian cycles through Hierholzer’s algorithm
    • Computing the minimum Hamiltonian circuit using Held-Karp’s method
    • Shortest paths with Bellman-Ford, Dijkstra and Floyd-Warshall algorithms
    • Minimum spanning trees through Prim
    • Topological sorting and finding strongly connected components using variants of DFS
    • Computing maximum network flow with an Edmonds-Karp implementation of the Ford-Fulkerson Algorithm
    • Maximum cardinality matching of bipartite graphs via Hopcroft-Karp-Karzanov

Usage

Note: at this point, distributed packages are compatible with Linux only and require a recent version of libstdc++.

  1. Install via pip:

     pip install -i https://test.pypi.org/simple/ pygraphs --user
    
  2. Import the package:

     import pygraphs as pyg
    

Comments