https://github.com/fengsp/pyalgorithms

Algorithms in Python
https://github.com/fengsp/pyalgorithms

Last synced: 4 months ago
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Algorithms in Python

• Host: GitHub
• URL: https://github.com/fengsp/pyalgorithms
• Owner: fengsp
• License: other
• Created: 2014-04-07T05:11:41.000Z (about 11 years ago)
• Default Branch: master
• Last Pushed: 2014-06-30T09:13:43.000Z (about 11 years ago)
• Last Synced: 2025-01-07T00:53:54.758Z (6 months ago)
• Language: Python
• Homepage:
• Size: 215 KB
• Stars: 1
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
###Python Algorithms

![Al-Khwarizmi](http://www.biologie.uni-hamburg.de/b-online/library/history/alk.gif)

  

    ComplexityNameExamples

  

  

    Θ(1)ConstantHash table lookup and modification(dict).

  

  

    Θ(lg n)LogarithmicBinary search.

  

  

    Θ(n)LinearIterating over a list.

  

  

    Θ(nlg n)LoglinearOptimal sorting of arbitrary values.

  

  

    Θ(n**2)QuadraticComparing n objects to each other.

  

  

    Θ(n**3)CubicFloyd and Warshall’s algorithms.

  

  

    O(n**k)Polynomialk nested for loops over n.

  

  

    Ω(k**n)ExponentialProducing every subset of n items.

  

  

    Θ(n!)FactorialProducing every ordering of n values.