https://github.com/flor91/data-structures-and-algorithms

Theory and Implementation of Data Structures and Algorithms using Python
https://github.com/flor91/data-structures-and-algorithms

algorith data data-structures python

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Theory and Implementation of Data Structures and Algorithms using Python

• Host: GitHub
• URL: https://github.com/flor91/data-structures-and-algorithms
• Owner: Flor91
• License: mit
• Created: 2019-07-02T23:57:01.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-07-11T12:41:46.000Z (over 5 years ago)
• Last Synced: 2024-02-07T21:28:02.158Z (11 months ago)
• Topics: algorith, data, data-structures, python
• Language: Python
• Size: 8.13 MB
• Stars: 9
• Watchers: 2
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Data-Structures-and-Algorithms

Theory and Implementation of Data Structures and Algorithms using Python

## [Data Structures](data-structures/data-structures.md)

Data organization, management, and storage format that enables efficient access and modification. More precisely, a data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data.

Data structures serve as the basis for abstract data types (ADT). The ADT defines the logical form of the data type. The data structure implements the physical form of the data type.

1. Arrays

2. Matrix

3. Lists

4. Tuples

5. Sets

6. Maps

7. Linked List

8. Stacks

9. Queues

10. Hash tables

11. Binary Trees

12. Binary Search Trees

13. Heaps

14. Graphs

## [Algorithms](algorithms/algorithms.md)

Algorithm is a step-by-step procedure, which defines a set of instructions to be executed in a certain order to get the desired output.

1. Divide and Conquer

2. Recursion

3. Backtracking

4. Tree Traversal

5. Sorting

6. Searching

7. Graphs

8. Algorithm Analysis

9. Big-O Notation

10. Algorithm classes