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3. Comparison to Competitors

"Behind this interface," Alex explained, "is a LinkedList handling the incoming data streams, a Stack managing the user states, and a Graph powered by Dijkstra’s algorithm handling the logistics." data structures and algorithms in python john canning pdf

Trees

• Sorting: From Bubble Sort (slow) to Quick Sort (fast) and Merge Sort (stable). The code includes optimizations used in Python’s native TimSort.
• Searching: Binary search, depth-first search (DFS), and breadth-first search (BFS).
• Dynamic Programming: Memoization techniques for the knapsack problem and shortest path.