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	123837	22521	Python	183	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2021-03-14T22:21:40Z
2	public-apis	112848	13984	Python	268	A collective list of free APIs for use in software and web development.	2021-03-14T15:12:11Z
3	Python	101016	28734	Python	53	All Algorithms implemented in Python	2021-03-14T11:40:33Z
4	Python-100-Days	100576	40365	Python	544	Python - 100天从新手到大师	2021-03-13T04:09:00Z
5	awesome-python	94880	18548	Python	139	A curated list of awesome Python frameworks, libraries, software and resources	2021-03-11T19:32:58Z
6	youtube-dl	91480	4355	Python	3963	Command-line program to download videos from YouTube.com and other video sites	2021-03-14T20:44:18Z
7	models	69076	43697	Python	1107	Models and examples built with TensorFlow	2021-03-14T23:32:31Z
8	thefuck	59278	2824	Python	253	Magnificent app which corrects your previous console command.	2021-03-13T13:24:54Z
9	django	56175	24070	Python	167	The Web framework for perfectionists with deadlines.	2021-03-15T01:19:00Z
10	flask	54202	14161	Python	21	The Python micro framework for building web applications.	2021-03-11T11:19:43Z
11	keras	50864	18727	Python	3230	Deep Learning for humans	2021-03-15T02:52:11Z
12	httpie	50148	3260	Python	141	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
13	awesome-machine-learning	49348	12240	Python	4	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-03-10T09:15:34Z
14	ansible	47224	20364	Python	1862	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.	2021-03-14T22:11:18Z
15	scikit-learn	44859	21198	Python	2359	scikit-learn: machine learning in Python	2021-03-14T21:42:39Z
16	requests	44784	8185	Python	315	A simple, yet elegant HTTP library.	2021-03-08T09:35:41Z
17	transformers	42322	10205	Python	567	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-15T00:24:59Z
18	scrapy	40049	9082	Python	792	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-03-12T18:08:56Z
19	big-list-of-naughty-strings	40034	1834	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
20	face_recognition	38939	10957	Python	589	The world's simplest facial recognition api for Python and the command line	2021-02-14T15:50:55Z
21	HelloGitHub	38371	5666	Python	19	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2021-03-11T14:43:59Z
22	cpython	36672	18072	Python	1478	The Python programming language	2021-03-15T02:21:00Z
23	superset	35916	7016	Python	827	Apache Superset is a Data Visualization and Data Exploration Platform	2021-03-14T08:10:17Z
24	faceswap	34551	10671	Python	9	Deepfakes Software For All	2021-03-15T00:56:58Z
25	shadowsocks	32962	19622	Python	447	None	2021-02-28T20:39:55Z
26	manim	31406	4005	Python	317	Animation engine for explanatory math videos	2021-03-08T13:56:01Z
27	interview_internal_reference	30613	8402	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
28	XX-Net	30591	7835	Python	7690	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
29	CppCoreGuidelines	30170	4046	Python	176	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-03-11T20:25:10Z
30	Deep-Learning-Papers-Reading-Roadmap	29476	6473	Python	83	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
31	AiLearning	29145	9868	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
32	localstack	29083	2296	Python	274	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-03-14T23:41:41Z
33	pandas	28807	12054	Python	3700	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-03-15T03:00:40Z
34	fastapi	28487	1950	Python	737	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-03-14T01:54:45Z
35	python-patterns	27837	5767	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
36	certbot	27802	3063	Python	575	Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.	2021-03-14T13:08:05Z
37	sentry	27551	3095	Python	301	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-03-14T17:29:02Z
38	bert	27265	7716	Python	776	TensorFlow code and pre-trained models for BERT	2021-02-25T12:31:57Z
39	wtfpython	26246	2206	Python	51	What the f*ck Python? 😱	2021-03-03T19:51:10Z
40	jieba	25713	6143	Python	600	结巴中文分词	2020-12-05T18:32:32Z
41	DeepFaceLab	24936	5604	Python	271	DeepFaceLab is the leading software for creating deepfakes.	2021-03-12T16:32:19Z
42	Detectron	24196	5314	Python	318	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2021-03-10T07:33:32Z
43	rich	24053	717	Python	9	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-03-14T21:02:28Z
44	cheat.sh	23754	1202	Python	83	the only cheat sheet you need	2021-03-05T06:54:19Z
45	gym	23677	6760	Python	270	A toolkit for developing and comparing reinforcement learning algorithms.	2021-03-11T10:38:28Z
46	Real-Time-Voice-Cloning	23386	4512	Python	17	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-02-23T14:11:03Z
47	sherlock	23208	2304	Python	104	🔎 Hunt down social media accounts by username across social networks	2021-03-14T10:10:51Z
48	PayloadsAllTheThings	22653	6674	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-03-13T16:41:50Z
49	YouCompleteMe	22624	2620	Python	34	A code-completion engine for Vim	2021-02-23T10:48:56Z
50	linux-insides	22476	2561	Python	42	A little bit about a linux kernel	2021-03-13T05:18:30Z
51	HanLP	22262	5962	Python	4	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	2021-03-11T02:33:12Z
52	compose	22075	3688	Python	497	Define and run multi-container applications with Docker	2021-03-15T02:02:37Z
53	interactive-coding-challenges	22067	3517	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
54	mitmproxy	21752	2794	Python	230	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-03-14T10:42:44Z
55	pipenv	21635	1604	Python	511	Python Development Workflow for Humans.	2021-03-08T16:00:32Z
56	ItChat	21296	4992	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
57	d2l-zh	21101	5294	Python	9	《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。	2021-03-13T14:25:39Z
58	airflow	20755	8153	Python	967	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-03-15T02:44:15Z
59	Python	20688	9667	Python	203	My Python Examples	2021-03-12T04:35:41Z
60	python-cheatsheet	20567	3907	Python	23	Comprehensive Python Cheatsheet	2021-03-10T13:34:58Z
61	django-rest-framework	20463	5598	Python	231	Web APIs for Django. 🎸	2021-03-14T16:53:26Z
62	data-science-ipython-notebooks	20356	6461	Python	20	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
63	algo	20313	1755	Python	89	Set up a personal VPN in the cloud	2021-02-17T23:51:34Z
64	pytorch-tutorial	19923	6309	Python	76	PyTorch Tutorial for Deep Learning Researchers	2021-03-10T08:49:34Z
65	black	19899	1284	Python	433	The uncompromising Python code formatter	2021-03-12T09:33:15Z
66	spaCy	19852	3334	Python	109	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-14T02:04:19Z
67	ML-From-Scratch	19600	3771	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
68	Mask_RCNN	19587	9407	Python	1646	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
69	sqlmap	19565	4209	Python	47	Automatic SQL injection and database takeover tool	2021-03-11T20:31:33Z
70	algorithms	18871	3878	Python	158	Minimal examples of data structures and algorithms in Python	2021-03-11T23:54:07Z
71	python-fire	18801	1134	Python	96	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-03-05T04:41:37Z
72	redash	18375	3159	Python	595	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-03-12T20:10:06Z
73	algo	18141	5874	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
74	glances	18012	1179	Python	194	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2021-03-13T10:35:20Z
75	NLP-progress	17976	3070	Python	27	Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.	2021-03-05T22:49:35Z
76	macOS-Security-and-Privacy-Guide	17797	1258	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
77	tqdm	17733	913	Python	278	A Fast, Extensible Progress Bar for Python and CLI	2021-03-14T02:41:07Z
78	hosts	17412	1552	Python	40	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-03-11T02:13:16Z
79	celery	16881	3955	Python	493	Distributed Task Queue (development branch)	2021-03-14T18:28:28Z
80	numpy	16537	5333	Python	2265	The fundamental package for scientific computing with Python.	2021-03-14T23:32:06Z
81	magenta	16401	3374	Python	299	Magenta: Music and Art Generation with Machine Intelligence	2021-03-10T17:35:49Z
82	Depix	16052	1998	Python	11	Recovers passwords from pixelized screenshots	2021-02-17T09:35:09Z
83	spleeter	15808	1625	Python	83	Deezer source separation library including pretrained models.	2021-03-12T16:47:11Z
84	reddit	15683	2868	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
85	bitcoinbook	15659	4311	Python	41	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-03-12T17:39:49Z
86	examples	15651	7327	Python	306	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-03-11T18:52:05Z
87	CheatSheetSeries	15608	2268	Python	36	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-03-13T13:26:55Z
88	locust	15586	2070	Python	56	Scalable user load testing tool written in Python	2021-03-12T15:37:36Z
89	TensorFlow-Course	15500	3126	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
90	cascadia-code	15443	466	Python	40	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
91	jumpserver	15405	4113	Python	121	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。	2021-03-15T02:19:32Z
92	detectron2	15380	3940	Python	86	Detectron2 is FAIR's next-generation platform for object detection and segmentation.	2021-03-13T17:40:42Z
93	ray	15196	2453	Python	1389	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.	2021-03-15T02:39:59Z
94	toml	15004	732	Python	37	Tom's Obvious, Minimal Language	2021-02-24T18:14:38Z
95	professional-programming	14969	1330	Python	0	A collection of full-stack resources for programmers.	2021-03-11T18:01:39Z
96	pyspider	14910	3571	Python	280	A Powerful Spider(Web Crawler) System in Python.	2021-03-09T08:53:54Z
97	bokeh	14838	3668	Python	657	Interactive Data Visualization in the browser, from Python	2021-03-14T21:26:16Z
98	Awesome-Linux-Software	14718	1549	Python	22	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-15T00:29:47Z
99	ipython	14704	4140	Python	1480	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-14T00:58:02Z
100	sanic	14676	1318	Python	33	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-15T00:41:53Z