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Algorithms

My realization of various algorithms on Java.

Sorting

  • bubble sort
  • merge sort
  • quick sort
  • digit radix sort

Basic algorithms

  • fibonacci number and modulo
  • gcd
  • order statistic and median of collection of elements
  • binary search
  • prime factorization

Data structures

  • linked list
  • matrix
  • heap
  • disjoint set union
  • max value stack
  • priority queue (based on heap and list)
  • structure for the problem of finding the maximum in a sliding window (based on two max value stack)
  • hashmap
  • splay tree

Concurrency

  • rectangular right node integration method
  • tridiagonal matrix algorithm
  • solving the differential equation by explicit and implicit methods using MPJ

Data mining algorithms in spam filtering

  • Naive Bayes classifier
  • Nearest Neighbour classifier
  • Neural Network classifier

Machine learning

  • genetic algorithm for TSP solving
  • feedforward neural network

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