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Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
Graphs & Graph Algorithms medium

Articulation Points

Implement a function that returns the articulation points of an undirected graph.

graphs dfs bridges
+25 pts 30m
Graphs & Graph Algorithms medium

Bridges in Graph

Implement a function that returns all bridges in an undirected graph.

graph dfs bridges
+30 pts 30m
Graphs & Graph Algorithms medium

Hamiltonian Path Check

Implement a function that checks whether an undirected graph has a Hamiltonian path using DFS and backtracking.

graph dfs backtracking
+30 pts 30m
Graphs & Graph Algorithms medium

Course Schedule Can Finish

Given numCourses and prerequisites, return whether all courses can be finished without cyclic dependencies.

graph cycle topological
+25 pts 30m
Graphs & Graph Algorithms medium

Graph Valid Tree

Determine if n nodes and an edge list form a valid tree (connected and acyclic).

graph dfs bfs
+25 pts 30m
Graphs & Graph Algorithms medium

All Paths from Source to Target

Given a directed acyclic graph, return all paths from node 0 to the last node.

graph dfs backtracking
+25 pts 25m
Graphs & Graph Algorithms medium

Topological Sort via DFS

Return a deterministic topological ordering of nodes in a directed acyclic graph using DFS, or an empty list if a cycle exists.

topological-sort dfs graph
+20 pts 25m
Graphs & Graph Algorithms medium

Strongly Connected Components (Kosaraju's Algorithm)

Implement a function to find strongly connected components in a directed graph using Kosaraju's algorithm.

graphs dfs kosaraju
+30 pts 30m
Graphs & Graph Algorithms medium

Surrounded Regions

Given an M×N grid of 'X' and 'O', capture all regions of 'O' that are completely surrounded by 'X'.

graph bfs grid
+25 pts 30m
Graphs & Graph Algorithms medium

Possible bipartition

Given N people and a list of mutual dislikes, check if they can be divided into two groups with no dislike inside a group.

bipartite graph bfs
+25 pts 25m
Graphs & Graph Algorithms medium

Android unlock patterns

Count the number of valid Android unlock patterns of a given length using a 3x3 grid with adjacency constraints.

graphs dfs backtracking
+25 pts 30m
Graphs & Graph Algorithms medium

Most stones removed

Given stone coordinates on a grid, find the maximum number of stones that can be removed while every stone shares a row or column with another remaining stone.

graphs dfs union-find
+30 pts 30m

Showing 1–12 of 12 challenges · medium · Graphs & Graph Algorithms

Graphs & Graph Algorithms — Python coding challenges

What you will find here

This page lists graphs & graph algorithms challenges — real Python problems you solve in the browser IDE with instant test feedback. Each challenge includes a clear brief, starter code, and automated checks.

Challenges vs tutorials and quizzes

Challenges test what you can build under constraints. For guided teaching, use our Python tutorials. For quick checks, try quizzes or copy snippets from code samples.