Repository for learning Python (Python Tutorial)

Overview

Repository for learning Python (Python Tutorial)

Languages and Tools 🧰

Python Visual Studio Code Git Github

Overview 📑

Background 📚

You can learn Python basic Python.org 💻

Data structures and Algorithms 📉

Data structures 📈

  • Array
  • Linked list
    • Normal linked list (singly, doubly and circular)
    • Positional list (linked list with positionally access)
  • [Stack]
    • Array based stack
    • Linked stack
  • Queue
    • Array based queue
    • Linked queue
    • Circular queue]
    • Double ended queue
  • Simple apps of Position list ADT
  • Tree
    • Binary Tree
    • Search Tree
    • AVL Tree
    • Splay Tree
    • RedBlack Tree
  • Heap
  • Priority Queue
    • Sorted Priority Queue
    • Unsorted Priority Queue
  • Hash Table
    • Chain Hash Map
    • Probe Hash Map
  • Hash Map
    • Unsorted Map
    • Sorted Map
    • Multi-map
  • Graph
    • Graph DS base on adjacency map
    • Graph Traversal Algorithms

Algorithms 📊

Sorting Algorithms

  • Bubble sort
  • Insertion sort
  • Selection sort
  • Merge sort
  • Quick sort
  • Heap sort

Searching Algorithms

  • Linear search
  • Binary search
  • Another searching algorithms (will be updated later)

Tree based Algorithms

  • Traversal Algorithms
    • Pre-order Traversal
    • Post-order Traversal
    • In-order Traversal (only for Binary Tree)
    • Breadth-first Traversal
    • Depth-first Traversal

Graph based Algorithms

  • Ford Fulkerson algorithms
  • Depth-first search Algorithm (DFS)
  • Breath-first search Algorithm (BFS)
  • Dijkstra's Algorithm
  • Kruskal's Algorithm
  • Prim's Algorithm

Objected oriented programming 🚩

Simple interview questions

NOTE 📓

These data structures a have listed above is built myself and used as modules (abstract base class or public interface) for create another structures.

Owner
Swiftman
Love Programming(Languages, Technology, Tools and Packs), LaTeX, Math and Data Science.
Swiftman
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