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algo-py's Introduction

Python Algorithum and Data structure

  • Heap

    • Priority Queue: 優先度付きキュー

  • DP

    • Matrix Chain Multiplication: 連鎖行列関
    • Longest Common Subsequence: 最長共通部分列

  • Graph

    • Depth First Search: 深さ優先探索
    • Breadth First Search: 幅優先探索
    • Minimum Spanning Tree: 最小全域木
    • Dijkstra, 単一始点最短経路
    • Bellmanford, 単一始点最短経路(負の重みあり)
    • Segument Tree, RMQ
    • Warshallfloyed: 全点対最短経路問題
    • Fenwick Tree, Binary Indexed Tree, RSQ
    • Spanning Tree
    • chi_liu_edmonds

  • DP

    • knapsac example
    • 01kanpsac
    • bitDP

  • Set

    • Union Find Tree: 互いに素な集合

  • Range Query

    • Range Minimum Query (RMQ)
    • Range Sum Query (RSQ)
    • Range Search (kD Tree)
    • Range Update Query (RUQ)
    • Range Add Query (RAQ)

Basic

  • binsect
  • sort
  • regex
  • itemgetter
  • defaultdict
  • permutation, combination
  • bit
  • gcd, deepcopy

https://www54.atwiki.jp/projecthikky/pages/114.html

  • ニュートン法
  • 分割統治法
  • 赤黒木
  • AVL 木
  • FenwickTree
  • 貪欲法(GA)
  • トライ木
  • トポロジカルソート
  • FFT
  • モンテカルロ法
  • 焼きなまし法(SA)
  • 山登り法(HC)
  • いもす法
  • A*

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