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Top 23 Algorithm Open-Source Projects
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Stars ⭐ : 309K Repo Link
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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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Project mention: JavaGuide: Comprehensive Java Learning and Interview Prep Resource | news.ycombinator.com | 2024-08-15
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fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
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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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hello-algorithm
🌍 针对小白的算法训练 | 包括四部分：①.大厂面经 ②.力扣图解 ③.千本开源电子书 ④.百张技术思维导图（项目花了上百小时，希望可以点 star 支持，🌹感谢~）推荐免费ChatGPT使用网站
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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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C
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
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DSA-Bootcamp-Java
This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.
Project mention: Open-Source Java DSA and Interview Prep Bootcamp by WeMakeDevs | news.ycombinator.com | 2024-10-03 -
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Go
Algorithms and Data Structures implemented in Go for beginners, following best practices. (by TheAlgorithms)
Project mention: Go Algorithms and Data Structures: Best Practices for Beginners | news.ycombinator.com | 2024-08-13Please, beginners, do not take "Best practices" too seriously. For example:
https://github.com/TheAlgorithms/Go/blob/master/strings/pali...
Can you tell how many extra memory allocations we are making to solve this problem? And how many are really needed? We could solve this with a for loop by directly comparing the characters and skipping non-alphabetical ones. This would be simpler to read and more efficient.
We should be careful with what we call "best practices for beginners", as they can sometimes lead to unnecessary complexity and inefficiency.
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Readers of this blog who are familiar with LAPACK are likely to not be intimately familiar with the wild world of web technologies. For those coming from the world of numerical and scientific computation and have familiarity with the scientific Python ecosystem, the easiest way to think of stdlib is as an open source scientific computing library in the mold of NumPy and SciPy. It provides multi-dimensional array data structures and associated routines for mathematics, statistics, and linear algebra, but uses JavaScript, rather than Python, as its primary scripting language. As such, stdlib is laser-focused on the web ecosystem and its application development paradigms. This focus necessitates some interesting design and project architecture decisions, which make stdlib rather unique when compared to more traditional libraries designed for numerical computation.
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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).
Algorithms discussion
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A note from our sponsor - SaaSHub
www.saashub.com | 15 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 | JavaGuide | 147,683 |
| 5 | fucking-algorithm | 126,488 |
| 6 | tech-interview-handbook | 120,718 |
| 7 | hello-algo | 106,982 |
| 8 | cs-video-courses | 67,749 |
| 9 | interviews | 63,779 |
| 10 | Java | 60,524 |
| 11 | hello-algorithm | 35,321 |
| 12 | LeetCode-Go | 33,252 |
| 13 | JavaScript | 32,728 |
| 14 | C-Plus-Plus | 31,062 |
| 15 | swift-algorithm-club | 28,897 |
| 16 | algorithms | 24,225 |
| 17 | Rust | 23,250 |
| 18 | C | 19,553 |
| 19 | DSA-Bootcamp-Java | 17,928 |
| 20 | Algorithms | 17,563 |
| 21 | Go | 16,492 |
| 22 | SciPy | 13,280 |
| 23 | CtCI-6th-Edition | 11,359 |
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