Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	system-design-primer	122900	22373	Python	180	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2021-02-27T21:22:45Z
2	public-apis	111996	13858	Python	260	A collective list of free APIs for use in software and web development.	2021-03-04T13:27:31Z
3	Python	100576	28642	Python	48	All Algorithms implemented in Python	2021-03-03T01:02:57Z
4	Python-100-Days	100226	40239	Python	542	Python - 100天从新手到大师	2021-03-04T07:26:42Z
5	youtube-dl	91037	4254	Python	3942	Command-line program to download videos from YouTube.com and other video sites	2021-03-04T16:57:54Z
6	models	68918	43656	Python	1104	Models and examples built with TensorFlow	2021-03-04T21:03:48Z
7	thefuck	59180	2827	Python	252	Magnificent app which corrects your previous console command.	2021-03-03T18:04:17Z
8	flask	54087	14147	Python	26	The Python micro framework for building web applications.	2021-03-01T15:25:16Z
9	httpie	50058	3248	Python	140	As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie	2021-02-27T16:54:56Z
10	awesome-machine-learning	48647	12164	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-02-28T17:15:04Z
11	ansible	47109	20328	Python	1878	Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.	2021-03-05T00:44:01Z
12	scikit-learn	44758	21143	Python	2345	scikit-learn: machine learning in Python	2021-03-04T22:29:23Z
13	transformers	41800	10112	Python	723	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-05T02:49:50Z
14	scrapy	39953	9061	Python	790	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-03-04T21:56:21Z
15	big-list-of-naughty-strings	39888	1819	Python	74	The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.	2021-02-22T01:19:23Z
16	face_recognition	38787	10927	Python	589	The world's simplest facial recognition api for Python and the command line	2021-02-14T15:50:55Z
17	cpython	36512	17970	Python	1457	The Python programming language	2021-03-05T02:56:52Z
18	superset	35746	6966	Python	766	Apache Superset is a Data Visualization and Data Exploration Platform	2021-03-05T01:31:55Z
19	faceswap	34425	10633	Python	8	Deepfakes Software For All	2021-03-04T17:45:17Z
20	shadowsocks	32952	19630	Python	447	None	2021-02-28T20:39:55Z
21	manim	31146	3970	Python	313	Animation engine for explanatory math videos	2021-03-03T16:11:37Z
22	XX-Net	30578	7834	Python	7689	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
23	interview_internal_reference	30461	8373	Python	23	2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。	2021-03-03T08:23:36Z
24	CppCoreGuidelines	30056	4028	Python	178	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-02-24T11:06:22Z
25	Deep-Learning-Papers-Reading-Roadmap	29406	6455	Python	83	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
26	AiLearning	29056	9846	Python	33	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2021-01-20T16:02:37Z
27	localstack	28894	2282	Python	263	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-03-05T00:56:56Z
28	pandas	28705	11979	Python	3664	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-03-05T02:48:50Z
29	fastapi	28133	1912	Python	709	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-03-05T02:22:19Z
30	python-patterns	27745	5755	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
31	bert	27142	7672	Python	777	TensorFlow code and pre-trained models for BERT	2021-02-25T12:31:57Z
32	jieba	25632	6128	Python	599	结巴中文分词	2020-12-05T18:32:32Z
33	DeepFaceLab	24544	5537	Python	267	DeepFaceLab is the leading software for creating deepfakes.	2021-02-26T12:32:50Z
34	Detectron	24151	5296	Python	318	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-08-20T17:17:26Z
35	cheat.sh	23675	1198	Python	84	the only cheat sheet you need	2021-02-28T17:26:58Z
36	gym	23600	6733	Python	264	A toolkit for developing and comparing reinforcement learning algorithms.	2021-02-28T14:52:40Z
37	Real-Time-Voice-Cloning	23259	4485	Python	10	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-02-23T14:11:03Z
38	PayloadsAllTheThings	22465	6605	Python	10	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-02-26T15:37:41Z
39	linux-insides	22424	2552	Python	42	A little bit about a linux kernel	2021-02-27T07:28:31Z
40	HanLP	22198	5949	Python	5	中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理	2021-03-04T05:59:43Z
41	interactive-coding-challenges	22010	3506	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
42	compose	21995	3655	Python	490	Define and run multi-container applications with Docker	2021-03-02T17:14:56Z
43	mitmproxy	21662	2785	Python	229	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-03-04T21:45:11Z
44	ItChat	21243	4983	Python	231	A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。	2021-02-28T15:51:27Z
45	sherlock	20821	2135	Python	85	🔎 Hunt down social media accounts by username across social networks	2021-02-26T14:57:11Z
46	Python	20603	9645	Python	199	My Python Examples	2021-02-28T12:56:12Z
47	django-rest-framework	20389	5580	Python	333	Web APIs for Django. 🎸	2021-03-04T16:23:35Z
48	data-science-ipython-notebooks	20306	6453	Python	19	Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.	2021-02-18T10:51:00Z
49	algo	20241	1749	Python	86	Set up a personal VPN in the cloud	2021-02-17T23:51:34Z
50	pytorch-tutorial	19833	6285	Python	75	PyTorch Tutorial for Deep Learning Researchers	2020-12-21T07:28:47Z
51	spaCy	19755	3325	Python	116	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-04T18:59:37Z
52	ML-From-Scratch	19542	3758	Python	37	Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.	2020-12-21T21:14:19Z
53	Mask_RCNN	19532	9364	Python	1637	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
54	python-fire	18739	1132	Python	96	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-02-28T17:53:33Z
55	redash	18318	3150	Python	601	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-03-04T19:31:19Z
56	algo	18044	5841	Python	132	数据结构和算法必知必会的50个代码实现	2021-03-04T09:43:06Z
57	tqdm	17621	911	Python	278	A Fast, Extensible Progress Bar for Python and CLI	2021-03-04T22:31:23Z
58	hosts	17345	1549	Python	34	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-02-28T19:28:03Z
59	celery	16811	3959	Python	483	Distributed Task Queue (development branch)	2021-03-04T18:47:44Z
60	numpy	16446	5317	Python	2257	The fundamental package for scientific computing with Python.	2021-03-04T21:36:11Z
61	magenta	16356	3364	Python	301	Magenta: Music and Art Generation with Machine Intelligence	2021-02-18T16:24:31Z
62	Depix	15710	1930	Python	9	Recovers passwords from pixelized screenshots	2021-02-17T09:35:09Z
63	reddit	15678	2867	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
64	examples	15573	7290	Python	303	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-02-23T09:06:50Z
65	bitcoinbook	15558	4285	Python	58	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-03-05T02:47:15Z
66	locust	15502	2062	Python	53	Scalable user load testing tool written in Python	2021-03-04T18:02:52Z
67	TensorFlow-Course	15487	3127	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
68	CheatSheetSeries	15478	2247	Python	38	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-03-02T12:09:25Z
69	jumpserver	15341	4111	Python	128	JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。	2021-03-05T02:55:48Z
70	cascadia-code	15328	463	Python	38	This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal.	2021-03-01T18:02:49Z
71	detectron2	15222	3891	Python	85	Detectron2 is FAIR's next-generation platform for object detection and segmentation.	2021-03-05T02:10:13Z
72	ray	15069	2427	Python	1331	An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.	2021-03-05T02:49:52Z
73	toml	14953	731	Python	37	Tom's Obvious, Minimal Language	2021-02-24T18:14:38Z
74	professional-programming	14945	1333	Python	0	A collection of full-stack resources for programmers.	2021-03-01T18:49:52Z
75	pyspider	14902	3571	Python	279	A Powerful Spider(Web Crawler) System in Python.	2020-10-22T04:00:13Z
76	bokeh	14781	3665	Python	635	Interactive Data Visualization in the browser, from Python	2021-03-04T21:06:12Z
77	ipython	14689	4140	Python	1479	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-04T11:28:07Z
78	Awesome-Linux-Software	14682	1541	Python	23	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-03T15:18:42Z
79	sanic	14645	1314	Python	38	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-04T19:52:16Z
80	nginx-proxy	14472	2585	Python	685	Automated nginx proxy for Docker containers using docker-gen	2021-02-25T20:00:09Z
81	pytorch-CycleGAN-and-pix2pix	14388	4315	Python	329	Image-to-Image Translation in PyTorch	2021-03-02T16:50:18Z
82	luigi	14272	2230	Python	70	Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.	2021-03-01T00:36:42Z
83	gpt-2	14271	3617	Python	127	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
84	PySnooper	14233	885	Python	17	Never use print for debugging again	2021-02-27T09:15:00Z
85	poetry	14097	1122	Python	1067	Python dependency management and packaging made easy.	2021-03-05T01:24:44Z
86	dash	14055	1434	Python	407	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-03-05T00:14:57Z
87	cookiecutter	13971	1417	Python	206	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.	2021-02-23T06:14:29Z
88	wttr.in	13918	692	Python	146	⛅ The right way to check the weather	2021-03-02T19:16:02Z
89	wechat_jump_game	13896	4540	Python	33	微信《跳一跳》Python 辅助	2020-11-13T17:32:05Z
90	streamlit	13642	1154	Python	604	Streamlit — The fastest way to build data apps in Python	2021-03-05T02:57:56Z
91	zipline	13466	3892	Python	337	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z
92	matplotlib	13228	5685	Python	1699	matplotlib: plotting with Python	2021-03-05T00:32:11Z
93	chinese-programmer-wrong-pronunciation	12631	1111	Python	74	中国程序员容易发音错误的单词	2020-11-30T22:21:35Z
94	wxpy	12629	2223	Python	302	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
95	game-programmer	12388	1559	Python	22	A Study Path for Game Programmer	2021-02-24T17:33:46Z
96	pytorch-lightning	12386	1431	Python	314	The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.	2021-03-05T01:47:31Z
97	faker	12192	1389	Python	137	Faker is a Python package that generates fake data for you.	2021-02-25T16:53:02Z
98	jupyter	11870	3078	Python	179	Jupyter metapackage for installation, docs and chat	2021-02-28T00:41:48Z
99	proxy_pool	11857	3350	Python	235	Python爬虫代理IP池(proxy pool)	2021-03-04T08:38:16Z
100	magic-wormhole	11828	434	Python	126	get things from one computer to another, safely	2021-01-26T18:27:41Z