graphsp

Graphsp

Project description

This project implements algorithms associated with Graph Data Structure.

The following is the list of algorithm this library implements:

• Breadth First Search
• Depth First Search
• Dijkstra (Single Source Shortest Path)
• Floyd Warshall (All Pairs Shortest Path)

Installation

pip install graphsp

Usage

from graphsp import Graph

Initializing graph object

graph = graphsp.Graph(n, graph_type)

• n = Total number of nodes
• graph_type = directed / undirected [in string]

Initializing & Populating the graph

graph = graphsp.Graph(5, "undirected")

graph.bulk_link([(0, 4, 5), (0, 1, 1), (1, 4, 3),
                 (1, 3, 1), (1, 2, 15), (2, 3, 2), (3, 4, 3)])

print(graph.detect_cycle())

Using different algorithms

dfs = DFS(n, graph)
print(dfs.dfs(start_node))

bfs = BFS(n, graph)
print(bfs.bfs(start_node))

dj = Dijkstra(n, graph)
print(dj.dijkstra(start_node))

bf = BellmanFord(n, graph)
print(bf.bellman_ford(start_node))

fw = FloydWarshall(n, graph)
print(fw.floyd_warshall())

ts = TopoSorting(n, graph)
print(ts.topo_sorting())

pr = Prim(n, graph)
print(pr.prim())

ks = Kruskal(n, graph)
print(ks.kruskal())

kr = Kosaraju(n, graph)
print(kr.kosaraju())

• n = Total number of nodes
• start_node = Number on the desired starting node
• graph = Object of Graph class

Github repository

https://github.com/jainam2385/graphsp

License

© 2022 Jainam Shah
This repository is licensed under the MIT license. See LICENSE for details.