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Top 23 Algorithm Open-Source Projects
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Stars ⭐ : 309K Repo Link
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SaaSHub
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Stars ⭐ : 196K Repo Link
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javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
While browsing trending repositories on GitHub, I discovered trekhleb's javascript-algorithms repository. This repository focuses on helping new developers learn and implement algorithms, serving as an educational resource rather than a traditional software product. I find this approach appealing, as it aligns with my desire to contribute to projects that empower others to learn and grow.
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tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
Tech Interview Handbook
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hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
Project mention: Hello-Algo: Interactive Visual Data Structures and Algorithms in 14 Languages | news.ycombinator.com | 2024-08-17 -
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leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
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JavaScript
Algorithms and Data Structures implemented in JavaScript for beginners, following best practices. (by TheAlgorithms)
2 . The Algorithms JavaScript A repository for all algorithms implemented in JavaScript (for educational purposes only)
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C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
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interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
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WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
Project mention: Ask HN: What are you working on (September 2024)? | news.ycombinator.com | 2024-09-29I'm working on an extension to the Modify in blocks Model Synthesis algorithm [0] and the Wave Function Collapse algorithm [1] called "Punch Out Model Synthesis":
https://github.com/zzyzek/PunchOutModelSynthesis
Here's a gallery of sample outputs from the algorithm:
https://github.com/zzyzek/PunchOutModelSynthesis/blob/main/r...
I have an online demo of the algorithm in action for different tilesets (it's a little rough, so be warned):
https://zzyzek.github.io/PunchOutModelSynthesis/
The idea is you take an example image, chop it into little segments and infer tile rules depending on the overlap. It's very much old fashioned "machine learning/artificial intelligence" (that is, without any neural networks involved). There's also a demo of tile rule inference idea here:
https://zzyzek.github.io/TileRuleHighlighter/
[0] https://github.com/mxgmn/WaveFunctionCollapse
[1] https://github.com/merrell42/model-synthesis
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homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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awesome-competitive-programming
:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
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Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21
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ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Algorithm discussion
Algorithm related posts
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Show HN: BM25opt – 30-40 x faster BM25 search algorithms (FOSS)
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All Algorithms Implemented in Python
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Beginning my Open Source Journey
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Signs you're about to laid off, and what to do about it.
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Wave Function Collapse
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Top 10 GitHub repositoriess for Javascript developers 🚀
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Curated Coding Interview Handbook
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A note from our sponsor - SaaSHub
www.saashub.com | 13 Jan 2025
Index
What are some of the best open-source Algorithm projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | coding-interview-university | 309,740 |
| 2 | TheAlgorithms | 196,291 |
| 3 | javascript-algorithms | 189,307 |
| 4 | tech-interview-handbook | 120,718 |
| 5 | hello-algo | 106,982 |
| 6 | interviews | 63,779 |
| 7 | Java | 60,524 |
| 8 | leetcode-master | 53,179 |
| 9 | algorithm-visualizer | 46,974 |
| 10 | LeetCode-Go | 33,252 |
| 11 | JavaScript | 32,728 |
| 12 | C-Plus-Plus | 31,062 |
| 13 | interactive-coding-challenges | 29,752 |
| 14 | algorithms | 24,225 |
| 15 | PythonRobotics | 23,955 |
| 16 | WaveFunctionCollapse | 23,547 |
| 17 | homemade-machine-learning | 23,223 |
| 18 | Algorithms | 17,563 |
| 19 | algorithm-pattern | 15,278 |
| 20 | awesome-competitive-programming | 12,863 |
| 21 | Lean | 10,243 |
| 22 | turf | 9,479 |
| 23 | ImageAI | 8,688 |
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