Computer-Science-Theory

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Computer-Science-Theory

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A repo full of Computer Science theory used for Coding interviews and more! Including Data Structures, Sort and Search Algorithms and more!

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# Computer-Science-Theory

This is a project that shows theoretical and applied computer science
concepts. This project is mainly for my learning but can be used as a
resource for others.

All of my topics will include a README.md that details how the concept
works theoretically then two python files. One file will be the concept
in code, the other file will be a test file.

## Topics

All of these topics will be covered. If there is no link to the topic
then I have not gotten to it yet.

#### Data Structures
- Array
- [Linked List](Data%20Structures/Linked%20Lists)
- [Hash Table](Data%20Structures/Hash%20Tables)
- [Stack](Data%20Structures/Stack)
- [Queue](Data%20Structures/Queue)
- Tree
- Binary Tree
- Binary Search Tree
- Heap
- Graph
- Matrix
- [Set](Data%20Structures/Set)
- Maps
- Circular Buffer
- Vector
- MultiBag (Multiset)
- Trie
- Radix Tree
- B Trees
- Red Black Tree
- AVL

#### Sorts
- Insertion Sort
- Selection Sort
- Merge Sort
- Bubble Sort
- Heap Sort
- Quick Sort
- Shell Sort
- Radix Sort

#### Searches
- Linear Search
- Binary Search
- Interpolation Search

#### Other
- [Algorithm Efficiency with Big O](Misc/Big%20O)
- [Restful Api](Misc/Restful%20Api)
- Bit Manipulation
- Recursion
- Base Conversion
- [SQL](Misc/SQL)
- NoSQL
- Threading
- Garbage Collector

### Other Todos
- Write unit tests for all code

## Altering Needed
- Write code snippets in all languages
- Add Circular Buffer

## Diagrams
All my diagrams are made using the website https://www.draw.io/

## Help me Help you
If you don't understand a part of my explanation, or you feel something
is wrong. Submit a pull request or open a issue and I'll fix it!

Computer-Science-Theory

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