# pythonds3

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Data Structures package for _Problem Solving with Algorithms and Data Structures using Python_ by Brad Miller and David Ranum.

The 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.

## Object-oriented programming

- Typical class implementation
- Use of getters, setters, and properties
- Overriding _magic_ methods (len, str, contains etc)

## Basic data structures

- Stack
- Queue
- Deque
- Ordered linked list
- Unordered linked list

## Searching

- HashMap

## Sorting

- Bubble sort
- Selection sort
- Insertion sort
- Shell sort
- Mergesort
- Quicksort
- Heapsort

## Trees

- Binary tree
- Binary search tree
- AVL tree
- Binary heap
- Priority queue

## Graphs

- Breadth first search
- Depth first search
- Dijkstra's shortest path algorithm
- Bellman-Ford shortest path algorithm
- Prim's spanning tree algorithm




Data Structures package for Problem Solving with Algorithms and Data Structures using Python. 

pythonds3

Data Structures package for Problem Solving with Algorithms and Data Structures using Python

yasinovskyy

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pythonds3

pythonds3

Object-oriented programming

Basic data structures

Searching

Sorting

Trees

Graphs

Keywords

Related posts

pythonds3

pythonds3

Object-oriented programming

Basic data structures

Searching

Sorting

Trees

Graphs

Keywords

Related posts

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