Top 23 Python Algorithm Projects
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Project mention: Top 50 Useful GitHub Repos That Every Developer Should Follow | dev.to | 2022-04-25
35. TheAlgorithms/Python
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interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. (by donnemartin)
Leetcode - doing 2 problems a day, in the topics that I have finished from reading the above book. Here is a deck made by a FB tech lead.
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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Project mention: algorithms VS CXXGraph - a user suggested alternative | libhunt.com/r/algorithms | 2022-02-28
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Project mention: I am creating a fast, header-only, C++ library for control algorithms | reddit.com/r/ControlTheory | 2021-09-27
This was partly inspired by PythonRobotics (which I love!). However, I don't want this repo to become a huge collection of unorganized algorithms. I want the focus to be on quality over quantity. At the same time, I don't want this repo to be only "educational". While I want to include as many examples as possible for educational (and documentation) purpose, I want this library to be fast so that it can be used in practical applications.
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ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
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Project mention: [D] Federated Learning Libraries in 2022? | reddit.com/r/MachineLearning | 2022-01-17
FATE is very popular in China.
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TextDistance
Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
Now let's compare the hash to all the image hashes using Levenshtein distance. We'll use the textdistance library for that.
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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Project mention: rake-nltk 1.0.6 released. Comes with the flexibility to choose your own sentence and word tokenizers. | reddit.com/r/Python | 2021-09-15
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python-string-similarity
A library implementing different string similarity and distance measures using Python.
Project mention: Speeding up edit distance calculation process | reddit.com/r/learnpython | 2021-05-20Yeah I know haha. I use this package. Even so it is still slow when you use it on a large set of words
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AlgorithmsAndDataStructure
Algorithms And DataStructure Implemented In Python & CPP, Give a Star 🌟If it helps you
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Here’s what I found: https://github.com/drvinceknight/Nashpy Apparently Gambit is a good option for more complex games (however, it only works for finite games), and it can be used on Python. https://gambitproject.readthedocs.io/en/v16.0.1/
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Project mention: SolveSpace — Computer Aided Design Made Easy on Twitter (x-post from r/SolveSpace) | reddit.com/r/FreeCAD | 2021-12-19
N.B.: There are few other projects which is using SolveSpace's libslvs, for example Pyslvs - an open source planar linkage mechanism simulation and mechanical synthesis system.
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Data-Structures-and-Algorithms-Python
All the essential resources and template code needed to understand and practice data structures and algorithms in python with few small projects to demonstrate their practical application.
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Sudoku-Solver
🎯 A Sudoku Solver implemented using Python and PyGame Library by visualizing the Sudoku Board using Backtracking Algorithm. (by dhhruv)
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Chrome-Dino-Runner
🐱🐉 A Replica of the hidden Dinosaur Game from Chrome Browser Offline mode build using Python and PyGame.
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Contactless-Attendance-System
✨ A Contactless Attendance System where your face is identified for Attendance.
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Project mention: Investing Algorithm Framework ALPHA V1.0.0 Release!!!!!!!!!!!!!!!!!! | reddit.com/r/InvestingBots | 2021-12-28
The development of the Investing Algorithm Framework took 1.5 year to complete and we are happy to officially release v1.0.0.
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Did a recursive DFS to solve part 2. github code
Python Algorithm related posts
- Weekly Algorithm Project: Middle Square Method
- Examples of code?
- I’m sick of being provided only explanations with minor examples, where can I find a collection of proper exercises with solutions to asymptomatic analysis of algorithms and master theorem
- Where can I learn Algorithms and Datastructures
- My Favorite Language has Changed to PHP
- Near duplicate image detection
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algorithms VS CXXGraph - a user suggested alternative
2 projects | 28 Feb 2022
Index
What are some of the best open-source Algorithm projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | TheAlgorithms | 136,091 |
| 2 | interactive-coding-challenges | 25,115 |
| 3 | algorithms | 20,776 |
| 4 | PythonRobotics | 15,304 |
| 5 | ImageAI | 7,027 |
| 6 | FATE | 4,236 |
| 7 | TextDistance | 2,826 |
| 8 | binarytree | 1,728 |
| 9 | TorBot | 1,310 |
| 10 | rake-nltk | 911 |
| 11 | python-string-similarity | 765 |
| 12 | AlgorithmsAndDataStructure | 612 |
| 13 | Nashpy | 227 |
| 14 | Pyslvs-UI | 115 |
| 15 | Data-Structures-and-Algorithms-Python | 58 |
| 16 | dzetsaka | 56 |
| 17 | foronoi | 36 |
| 18 | Sudoku-Solver | 28 |
| 19 | Chrome-Dino-Runner | 24 |
| 20 | Contactless-Attendance-System | 22 |
| 21 | investing-algorithm-framework | 17 |
| 22 | ELPath | 10 |
| 23 | AlgorithmProblems | 4 |
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