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TODO.rst

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TODO:

Below is an ever changing list of things that I would like to accomplish or implement. If you feel something needs to be added simply do a pull request.

Algorithms to implement:
  • UUID Generator
  • Bloom Filters
  • Sorting
    • In-Place Merge Sort
    • Binary Tree Sort
    • Cycle Sort
    • Smoothsort
    • Strand Sort
  • Divide and Conquer
    • Maximum Subarray
    • Strassen's Matrix Multiplication
  • k-Selection (Minimum, Maximum, Median, Arbitrary k)
  • Data Structures
    • Hash Tables
    • Binary Search Trees
    • Red-Black Trees
    • B-Trees
    • Fibonacci Heaps
    • van Emde Boas Trees
  • Dynamic Programming
    • Matrix-Chain Multiplication
    • Longest Common Subsequence
  • Huffman Encoding
  • Graph Algorithms
    • Breadth-First Search
    • Depth-First Search
    • Uniform Cost Search
    • A* Search
    • Topological Sort
    • Strongly Connected Components
  • Minimum Spanning Trees / Maximum Flow
    • Kruskal's Algorithm
    • Prim's Algorithm
    • Ford-Fulkerson Method
    • Maximum Bipartite Matching
  • Shortest Path
    • Bellman-Ford Algorithm
    • Dijkstra's Algorithm
    • Floyd-Warshall Algorithm
  • Matrix Inversion
  • Simplex Algorithm for Linear Programs
  • Fast Fourier Transform
  • RSA
  • Primality Testing
  • Integer Factorization
  • Closest Pair of Points
  • Feature Subset Search Algorithms
    • Sequential Search Algorithms
      • Sequential Forward Selection (SBS)
      • Sequential Backward Selection (SFS)
      • 'plus l take away r' - algorithm (SBS + SFS)
      • Sequential Floating Forward Algorithm (SFFS)
Misc.:
  • Performance Tests
  • Much much more extensive testing, edge cases, etc
  • Steal more algorithms from Algorithms by Dasgupta, Papadimitriou, and Vazirani
  • Also extract algorithms from The Algorithm Design Manual by Skiena