Awesome Algorithms Go

A curated list of awesome sources to learn algorithms in Golang.

If you want to contribute, please read the contribution guidelines.

• Awesome Algorithms Go
  • Websites
  • Online Courses
  • Github Libraries
  • Online Judges

Websites

• Algomation - A didactic, animated, exposition of algorithms.
• Algorithm Visualizer - Dozens of animated algorithms (with code), and you can also create your own.
• Algorithms Visualization - A dense article on Algorithms Visualization.
• Big-O Cheat Sheet - Big-O complexities of common algorithms used in Computer Science.
• Path Finding - A visual representation on how algorithms such as A*, IDA*, Breadth-First-Search, Best-First-Search and others describe a path between two points A and B.
• calhoun - Starting to learn algorithms get a better grasp on what they are learning.
• Stoimen's web log - Some algorithms nicely explained.
• VisuAlgo - Visualising data structures and algorithms through animation.
• Wikipedia - Algorithms -
• Geeks for Geeks - Lots of well explained and implemented algorithms.
• Sorting Algorithms - Simple animations of sorting algorithms.
• Code-Drills - Practice problems recommender.

Online Courses

• Algorithms, Part I - Part I covers elementary data structures, sorting, and searching algorithms.
• Algorithms, Part II - Part II focuses on graph- and string-processing algorithms.
• MIT - 6-006 - Explained algorithms.
• MIT - 6-046j - Explained algorithms.
• MIT - 6-00sc - Explained algorithms.

Github Libraries

Implementations of the most algorithms in Golang

• Mspm
  • by @BlackRabbitt - Multi-String Pattern Matching algorithm.
• Go astar
  • by @beefsack - Go implementation of the A* path finding algorithm.
• Bild
  • by @anthonynsimon - Collection of image processing algorithms in pure Go.
• Scala
• Evoli
  • by @khezen - Genetic Algorithm and Particle Swarm Optimization library.
• Go cluster
  • by @e-XpertSolutions - Go implementation of the k-modes and k-prototypes clustering algorithms.
• Go galib
  • by @thoj - Genetic Algorithms library written in Go
• Goga
  • by @tomcraven - Genetic algorithm library for Go.
• Go Recommend
  • by @timkaye11 - Recommendation Algorithms library written in Go.
• Mlgo
  • by @NullHypothesis - This project aims to provide minimalistic machine learning algorithms in Go.
• Go gt
  • by @ThePaw - Graph theory algorithms written in "Go" language.
• Graph
  • by @yourbasic - Library of basic graph algorithms
• Pagerank
  • by @alixaxel - Weighted PageRank algorithm implemented in Go.
• PiHex
  • by @claygod - Implementation of the "Bailey-Borwein-Plouffe" algorithm for the hexadecimal number Pi.

Online Judges

Online Judges to practice what you learned above

• A2 Online Judge - Online Judge and problem archive.
• ACM-ICPC Live Archive - Hundreds of problems from previous ACM-ICPC Regionals and World Finals.
• Algo Muse - Research based algorithmic problems.
• CS Academy - Holds online contests and IOI practice contests
• CodeChef - More problems and monthly online contests.
• CodeWars - A website that houses support to solve algorithms in many languages in varying difficulty.
• Firecode- Firecode.io uses machine learning algorithms along with curated real-world interview questions, solutions & a vibrant social community of learners to get you ready for your next coding interview.
• HackerRank - Featured algorithm and functional programming online judges
• Kattis- Online judge and problem archive
• Learneroo Algorithms Tutorials - Learn and practice algorithms by solving challenges online.
• LeetCode - Learn algorithms and prepare for interviews.
• Rosalind - A platform for learning bioinformatics and programming through problem solving.
• ShareCode.io - Online Judge and contest host with a lot of algorithmic problems in the archive to practice.
• SPOJ - More problems.
• TopCoder - Lots of problems and real world/money worthy problems in Graphic Design, Data Science and Development.
• UVA - Hundreds of problems (from previous ACM-ICPC Regionals, World Finals and others).