playground

KO | EN

gitlite — search

#javascript #typescript #android #machine-learning #deep-learning #linux #nodejs #macos #java #awesome #kubernetes #pytorch #security #open-source

(★ 27)

:video_game: Algorithms and data structures made simple

playground 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Playground

[![en](https://img.shields.io/badge/lang-en-red.svg)](https://raw.githubusercontent.com/ppenna/playground/main/README.md) [![pt-br](https://img.shields.io/badge/lang-pt--br-green.svg)](https://raw.githubusercontent.com/ppenna/playground/main/README.pt-br.md)

:video_game: Algorithms and data structures made simple.

This repository contains an example implementation of many popular algorithms
and data structures. Each example is implemented as a standalone program and
accompanies its own `README.md` with some background explanation.

:hammer: This project is under construction. If you like it, please consider
giving it a star :star:

Enjoy! :smiley:

_Read this in other languages: [English](README.md), [Português](README.pt-br.md)_

> ⚠️ This project is meant for learning purposes only. We discourage its use in
a production environment.

## Table of Contents

- [Data Structures](#data-structures)
  - [Linear Data Structures](#linear-data-structures)
  - [Non-Linear Data Structures](#non-linear-data-structures)
- [Algorithms](#algorithms)
  - [Sorting](#sorting)
  - [Searching](#searching)
  - [Strings](#strings)
  - [Graphs](#graphs)
  - [Compression](#compression)
  - [Cryptography](#cryptography)
  - [Machine Learning](#machine-learning)
  - [Math](#math)
  - [Image Processing](#image-processing)
  - [Evolutionary Algorithms](#evolutionary-algorithms)

## Data Structures

`B` - Basic, `I` - Intermediate, `A` - Advanced.

### Linear Data Structures

- `B` [Vectors](data-structures/vector/README.md)
- `B` [Linked Lists](data-structures/list/README.md)
- `B` [Stacks](data-structures/stack/README.md)
- `B` [Queues](data-structures/queue/README.md)
- `I` [Binary Heap](data-structures/binary-heap/README.md)
- `I` [Disjoint Sets](data-structures/disjoint-set/README.md)

### Non-Linear Data Structures

- `B` Dictionaries
- Trees
    - `B` [Binary Search Trees](data-structures/binary-search-tree/README.md)
    - `I` [AVL Trees](data-structures/avl-tree/README.md)
    - `A` [Red-Black Trees](data-structures/red-black-tree/README.md)
- `I` [Tries](data-structures/trie/README.md)
- `I` Graphs

## Algorithms

`B` - Basic, `I` - Intermediate, `A` - Advanced.

### Sorting

- `B` [Bubble Sort](sorting/bubble-sort/README.md)
- `B` [Selection Sort](sorting/selection-sort/README.md)
- `B` [Insertion Sort](sorting/insertion-sort/README.md)
- `B` [Shell Sort](sorting/shell-sort/README.md)
- `B` [Merge Sort](sorting/merge-sort/README.pt-br.md)
- `I` [Quicksort](sorting/quicksort/README.md)
- `I` [Heapsort](sorting/heapsort/README.md)
- `I` [Counting Sort](sorting/counting-sort/README.md)

### Searching

- `B` [Linear Search](searching/linear-search/README.md)
- `B` [Binary Search](searching/binary-search/README.md)
- `B` [Interpolation Search](searching/interpolation-search/README.md)
- `I` [Exponential Search](searching/exponential-search/README.md)

### Strings

- `B` [Brute-Force Algorithm](string/search/brute-force/README.md)
- `I` [Knuth-Morris-Pratt Algorithm](string/search/kmp/README.md)
- `I` [Rabin-Karp Algorithm](string/search/rabin-karp/README.md)
- `I` [Boyer-Moore-Horspool Algorithm](string/search/bmh/README.md)
- `I` [Longest Common Subsequence](string/lcs/README.md)
- `I` [Levenshtein's Algorithm](string/levenshtein/README.md)

### Graphs

- `I` [Breadth-First Search](graph/search/bfs/README.md)
- `I` [Depth-First Search](graph/search/dfs/README.md)
- `A` Kruskal's Algorithm
- `A` [Prim's Algorithm](graph/spanning-tree/prim/README.md)
- `A` [Dijkstra's Algorithm](graph/search/dijkstra/README.md)
- `A` Bellman-Ford's Algorithm

### Compression

- `A` Huffman
- `A` Lempel-Ziv-Welch

### Cryptography

- `B` [Caesar](cryptography/caesar-cipher/README.md)
- `I` DES
- `A` RSA

### Machine Learning

- `A` [K-Nearest Neighbors](machine-learning/knn/README.md)
- `A` [K-Means Clustering](machine-learning/k-means/README.md)
- `A` Neural Networks
- `A` [Q-Learning](machine-learning/q-learning/README.md)

### Math

- `B` [Operations with Matrices](math/matrix/README.md)
- `B` [Sieve of Eratosthenes](math/sieve-eratosthenes/README.md)
- `B` [Euclidean Algorithm](math/euclidean-algorithm/README.md)
- `I` Gaussian Elimination
- `A` Discrete Fourier Transform

### Image Processing

- `I` Affine Transformations
- `I` Image Convolution

### Evolutionary Algorithms

- `A` [Genetic Algorithm](evolutionary-algorithms/genetic-algorithm/README.md)
- `A` Particle Swarm Optimization

playground

playground 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

playground

playground 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README