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A collection of algorithms and datastructures introduced during UoE's Introduction to Datastructures and Algorithms class.

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IADS 2021-22 Algorithm and Data structure collection

To contribute please make a new branch and make a pull request! Code will only be accepted in python, and please make sure to use type annotations when possible. Current algorithms and data structures in repo:

  • Bubble Sort
  • Insertion Sort
  • Merge Sort
  • Heap Sort
  • Quick Sort
  • BFS
  • DFS
  • Dijkstra (borrowed from https://stackabuse.com/dijkstras-algorithm-in-python/)
  • Floyd-Warshall (Including backtracking)
  • Seam-Carving
  • Coin Counting
  • Viterbi Algorithm (Including backtracking)
  • Edit Distance (with string reconstruct borrowed from published solution)
  • CYK
  • LL(1)
  • Max-Heap (with basic visualisation) An additional implementation for the Max-Heap presented in the lectures can be found here: https://github.com/when-q/Heap

Dependancies.

We use poetry for dependancy management, please make sure to use it, as otherwise you could be in dependancy hell! Current dependancies are:

  • python = "^3.8"
  • pandas = "^1.4.2"
  • networkx = "^2.8"
  • matplotlib = "^3.5.2"
  • pydot = "^1.4.2"

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A collection of algorithms and datastructures introduced during UoE's Introduction to Datastructures and Algorithms class.

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