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        "author": "Roman Yasinovskyy",
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        "description": "# pythonds3\nData Structures package for *Problem Solving with Algorithms and Data Structures using Python* by Brad Miller and David Ranum.\n\nThe package is a supplement to [Problem Solving with Algorithms and Data Structures using Python](https://runestone.academy/runestone/static/pythonds/index.html). It contains implementations of basic data structures, searching and sorting algorithms, trees, and graphs. Some implementation details are intentionally left out and readers are encouraged to complete them on their own.\n\n## Object-oriented programming\n - Typical class implementation\n - Use of getters, setters, and properties\n - Overriding *magic* methods (len, str, contains etc)\n\n## Basic data structures\n - Stack\n - Queue\n - Deque\n - Ordered linked list\n - Unordered linked list\n\n## Searching\n - Hash Table\n\n## Sorting\n - Bubble sort\n - Selection sort\n - Insertion sort\n - Shellsort\n - Merge sort\n - Quicksort\n - Heapsort\n\n## Trees\n - Binary tree\n - Binary search tree\n - AVL tree\n - Binary heap\n - Priority queue\n\n## Graphs\n - Breadth first search\n - Depth first search\n - Dijkstra's shortest path algorithm\n - Bellman-Ford shortest path algorithm\n - Prim's spanning tree algorithm\n\n\n",
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