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Python Algorithm Explainer & Complexity Analysis

Implements a classic algorithm in idiomatic Python with a step-by-step walkthrough and Big-O complexity analysis.

#Python#Algorithms#Science
Prompt
Act as a computer science instructor. Implement [name of algorithm, e.g., binary search, merge sort, BFS] in idiomatic Python. After the code, explain how the algorithm works step by step using a small concrete example, then state its time and space complexity in Big-O notation with a one-sentence justification for each.

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