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Python implementations of some algorithms from the CLRS textbook

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saisunku/CLRS-Python-Implementations

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Python implementations of some algorithms from the CLRS textbookhttps://en.wikipedia.org/wiki/Introduction_to_Algorithms

Sorting (sorting.py)

  • Insertion sort
  • Insertion sort in non-ascending order
  • Mergesort
  • Heapsort
    • draw_heap() - a function that draws a visual representation of the heap - useful for debugging!
  • Quicksort
  • Randomized quicksort
  • Counting sort

Randomization (randomization.py)

  • random(a, b) - generates a random number between a and b using random(0, 1)
  • Randomize an array in-place

Dynamic Programming (dynamic_programming.py)

  • Rod cutting problem

    • Recursive solution
    • Top-down memoized solution
    • Bottom-up solution
  • Longest common subsequence

Min priority queue (min_priority_queue.py)

Greedy algorithm for activity selection (greedy_activity_selection.py)

Huffman code for data compression (huffman.py)

Basic graph algorithms

  • Breadth-first search (bfs.py)
  • Depth-first search (dfs.py)
  • Topological sorting of a directed acyclic graph (DAG) (dfs.py)

Prim's algorithm for minimum spanning tree (min_span_tree.py)

Shortest path algorithms (shortest_paths.py)

  • Bellman-Ford algorithm for graphs with negative edges
  • Dijkstra's algorithm

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