Algorithm is the important part of programmers life, and though they need to know about the algorithms to solve the complex problems. In this article you'll get to know about the top 5 github repositories of algorithm in python.
What is Algorithm?
Algorithm is a set of steps(instructions) to solve a given problem efficiently in minimum time and using less memory. An algorithm is a finite set of instructions carried out in a specific order to perform a particular task. For example.
What will be the Algorithm or set of steps to add two numbers:
- Take two number inputs
- Add numbers using the + operator
- Display the sum of both number
Top 5 Python Algorithm Github Repositories
Below is the list of top python github repositories to of algorithm.
5. ImageAI
An open-source python library built to empower developers to build applications and systems with self-contained Deep Learning and Computer Vision capabilities using simple and few lines of code.
ImageAI supports a list of state-of-the-art Machine Learning algorithms for image prediction, custom image prediction, object detection, video detection, video object tracking and image predictions trainings. ImageAI currently supports image prediction and training using 4 different Machine Learning algorithms trained on the ImageNet-1000 dataset.
ImageAI also supports object detection, video detection and object tracking using RetinaNet, YOLOv3 and TinyYOLOv3 trained on COCO dataset. Finally, ImageAI allows you to train custom models for performing detection and recognition of new objects.
Eventually, ImageAI will provide support for a wider and more specialized aspects of Computer Vision including and not limited to image recognition in special environments and special fields.
Stars: 7358
Fork: 1997
Repo: https://github.com/OlafenwaMoses/ImageAI
4. PythonRobotics
This github repositories have python code collection for robotics algorithms, like path planing etc.
Features:
- Easy to read for understanding each algorithm's basic idea.
- Widely used and practical algorithms are selected.
- Minimum dependency.
Stars: 16864
Fork: 5345
Repo: https://github.com/AtsushiSakai/PythonRobotics
3. keon , algorithms
Minimal and clean example implementations of data structures and algorithms in Python 3, also code is unit tested and this github repositories also provide API algorithms solutions.
Stars: 21877
Fork: 4417
Repo: https://github.com/keon/algorithms
2. interactive-coding-challenges
120+ continually updated, interactive, and test-driven coding challenges, with Anki flashcards. Challenges focus on algorithms and data structures found in coding interviews. Each challenge has one or more reference solutions that are fully functional, unit tested and easy-to-understand.
Stars: 26583
Fork: 4268
Repo: https://github.com/donnemartin/interactive-coding-challenges
1. TheAlgorithms Python
There is a lots of algorithm solutions in this repository, you can learn them from here one by one. The implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.
Stars: 149412
Fork: 38377
Repo: https://github.com/TheAlgorithms/Python
These are the top 5 python github repositories of algorithm.
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