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	126591	23138	Python	189	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2021-04-08T20:01:07Z
2	public-apis	117541	14489	Python	142	A collective list of free APIs	2021-04-15T16:11:16Z
3	Python	102233	29042	Python	37	All Algorithms implemented in Python	2021-04-15T10:16:25Z
4	Python-100-Days	101672	40763	Python	556	Python - 100天从新手到大师	2021-04-10T14:56:34Z
5	awesome-python	95937	18743	Python	148	A curated list of awesome Python frameworks, libraries, software and resources	2021-04-12T03:53:08Z
6	youtube-dl	93082	4649	Python	4042	Command-line program to download videos from YouTube.com and other video sites	2021-04-13T20:04:12Z
7	models	69513	43993	Python	1160	Models and examples built with TensorFlow	2021-04-15T22:44:41Z
8	thefuck	59814	2841	Python	261	Magnificent app which corrects your previous console command.	2021-04-13T20:02:41Z
9	django	56823	24309	Python	166	The Web framework for perfectionists with deadlines.	2021-04-15T15:43:45Z
10	flask	54527	14241	Python	18	The Python micro framework for building web applications.	2021-04-15T22:58:29Z
11	keras	51038	18742	Python	3255	Deep Learning for humans	2021-04-16T00:20:58Z
12	httpie	50471	3285	Python	144	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	2021-04-15T07:35:50Z
13	awesome-machine-learning	49724	12346	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-04-15T14:25:31Z
14	ansible	47774	20492	Python	1851	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.	2021-04-16T02:24:43Z
15	scikit-learn	45382	21320	Python	2359	scikit-learn: machine learning in Python	2021-04-15T21:36:45Z
16	requests	44980	8234	Python	319	A simple, yet elegant HTTP library.	2021-04-13T13:09:48Z
17	transformers	44394	10607	Python	710	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-04-16T02:39:31Z
18	scrapy	40352	9127	Python	786	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-04-15T18:05:31Z
19	big-list-of-naughty-strings	40239	1863	Python	76	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.	2021-04-15T10:16:55Z
20	HelloGitHub	40088	5969	Python	19	:octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年）	2021-03-31T07:04:49Z
21	face_recognition	39451	11075	Python	596	The world's simplest facial recognition api for Python and the command line	2021-03-20T02:37:00Z
22	superset	37993	7175	Python	882	Apache Superset is a Data Visualization and Data Exploration Platform	2021-04-16T02:48:04Z
23	cpython	37313	18437	Python	1523	The Python programming language	2021-04-16T02:43:11Z
24	faceswap	34905	10747	Python	11	Deepfakes Software For All	2021-04-15T17:17:21Z
25	shadowsocks	32996	19606	Python	447	None	2021-02-28T20:39:55Z
26	manim	32902	3925	Python	324	Animation engine for explanatory math videos	2021-04-11T11:26:15Z
27	interview_internal_reference	31074	8493	Python	24	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	30643	7828	Python	7704	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
29	CppCoreGuidelines	30479	4079	Python	177	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-04-14T17:50:20Z
30	fastapi	29703	2060	Python	799	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-04-15T15:29:25Z
31	Deep-Learning-Papers-Reading-Roadmap	29652	6513	Python	82	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
32	localstack	29646	2348	Python	276	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-04-15T20:43:40Z
33	AiLearning	29465	9958	Python	32	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
34	pandas	29350	12227	Python	3698	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-04-16T02:25:55Z
35	python-patterns	28084	5816	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
36	certbot	27902	3070	Python	584	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.	2021-04-15T23:14:16Z
37	sentry	27786	3115	Python	298	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-04-16T02:36:31Z
38	bert	27650	7831	Python	788	TensorFlow code and pre-trained models for BERT	2021-04-14T10:03:04Z
39	wtfpython	26467	2206	Python	53	What the f*ck Python? 😱	2021-04-09T11:28:51Z
40	jieba	26000	6194	Python	602	结巴中文分词	2020-12-05T18:32:32Z
41	DeepFaceLab	25848	5800	Python	277	DeepFaceLab is the leading software for creating deepfakes.	2021-04-15T17:43:51Z
42	rich	25301	755	Python	4	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-04-13T11:47:20Z
43	sherlock	24372	2463	Python	130	🔎 Hunt down social media accounts by username across social networks	2021-04-09T20:18:42Z
44	Detectron	24299	5313	Python	320	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2021-04-01T12:34:06Z
45	cheat.sh	23996	1221	Python	83	the only cheat sheet you need	2021-04-06T06:12:18Z
46	gym	23946	6858	Python	292	A toolkit for developing and comparing reinforcement learning algorithms.	2021-04-15T10:44:35Z
47	Real-Time-Voice-Cloning	23834	4626	Python	16	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-04-10T16:44:28Z
48	PayloadsAllTheThings	23444	6928	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-04-15T10:46:15Z
49	d2l-zh	22989	5652	Python	21	《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。	2021-04-15T20:03:18Z
50	YouCompleteMe	22753	2638	Python	34	A code-completion engine for Vim	2021-04-10T17:57:50Z
51	linux-insides	22585	2599	Python	42	A little bit about a linux kernel	2021-03-20T16:32:02Z
52	HanLP	22549	6033	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	2021-04-07T21:54:54Z
53	compose	22356	3737	Python	528	Define and run multi-container applications with Docker	2021-04-15T14:41:14Z
54	Python	22315	9918	Python	204	My Python Examples	2021-04-14T14:51:36Z
55	interactive-coding-challenges	22308	3579	Python	59	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2021-04-11T09:48:23Z
56	mitmproxy	22093	2828	Python	244	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-04-15T19:03:30Z
57	python-cheatsheet	22059	4043	Python	23	Comprehensive Python Cheatsheet	2021-04-15T16:47:54Z
58	pipenv	21760	1612	Python	516	Python Development Workflow for Humans.	2021-04-15T05:01:28Z
59	ItChat	21347	5025	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。	2021-03-31T05:56:33Z
60	airflow	21164	8339	Python	954	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-04-16T02:47:16Z
61	data-science-ipython-notebooks	20952	6525	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
62	django-rest-framework	20719	5644	Python	220	Web APIs for Django. 🎸	2021-04-15T18:33:38Z
63	algo	20466	1770	Python	93	Set up a personal VPN in the cloud	2021-04-07T21:00:09Z
64	black	20305	1309	Python	450	The uncompromising Python code formatter	2021-04-15T13:18:21Z
65	pytorch-tutorial	20240	6364	Python	78	PyTorch Tutorial for Deep Learning Researchers	2021-04-06T04:55:36Z
66	spaCy	20170	3373	Python	118	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-04-15T23:20:14Z
67	sqlmap	19854	4252	Python	51	Automatic SQL injection and database takeover tool	2021-04-13T15:55:58Z
68	Mask_RCNN	19794	9541	Python	1661	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2021-04-14T05:07:33Z
69	ML-From-Scratch	19729	3818	Python	38	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.	2021-03-23T07:52:00Z
70	algorithms	19004	3911	Python	159	Minimal examples of data structures and algorithms in Python	2021-04-04T05:59:33Z
71	python-fire	18956	1139	Python	99	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-04-12T14:51:17Z
72	redash	18579	3203	Python	614	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-04-16T00:45:58Z
73	algo	18515	5986	Python	133	数据结构和算法必知必会的50个代码实现	2021-04-01T09:35:09Z
74	NLP-progress	18308	3105	Python	30	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.	2021-04-15T16:16:05Z
75	glances	18195	1185	Python	200	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2021-04-11T08:39:37Z
76	tqdm	18042	929	Python	279	A Fast, Extensible Progress Bar for Python and CLI	2021-04-11T02:29:44Z
77	Depix	17980	2126	Python	5	Recovers passwords from pixelized screenshots	2021-03-27T16:03:45Z
78	macOS-Security-and-Privacy-Guide	17895	1281	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
79	hosts	17667	1569	Python	38	🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories.	2021-04-13T14:10:25Z
80	celery	17083	3979	Python	498	Distributed Task Queue (development branch)	2021-04-15T20:00:55Z
81	numpy	16849	5408	Python	2272	The fundamental package for scientific computing with Python.	2021-04-15T22:23:48Z
82	magenta	16515	3410	Python	305	Magenta: Music and Art Generation with Machine Intelligence	2021-03-30T17:25:43Z
83	spleeter	16158	1672	Python	82	Deezer source separation library including pretrained models.	2021-04-15T15:19:31Z
84	CheatSheetSeries	15998	2330	Python	28	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-04-11T12:34:25Z
85	detectron2	15974	4098	Python	103	Detectron2 is FAIR's next-generation platform for object detection and segmentation.	2021-04-15T13:28:54Z
86	examples	15943	7464	Python	309	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-04-16T02:46:31Z
87	bitcoinbook	15888	4369	Python	50	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-04-13T07:36:02Z
88	locust	15848	2104	Python	55	Scalable user load testing tool written in Python	2021-04-11T20:30:49Z
89	cascadia-code	15739	480	Python	45	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.	2021-03-31T20:22:38Z
90	reddit	15713	2873	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
91	jumpserver	15633	4153	Python	139	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。	2021-04-16T02:38:51Z
92	ray	15601	2542	Python	1508	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.	2021-04-16T00:54:50Z
93	TensorFlow-Course	15541	3136	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
94	professional-programming	15485	1390	Python	0	A collection of full-stack resources for programmers.	2021-04-11T21:30:31Z
95	toml	15163	740	Python	39	Tom's Obvious, Minimal Language	2021-04-01T08:04:49Z
96	bokeh	14983	3694	Python	671	Interactive Data Visualization in the browser, from Python	2021-04-14T14:35:35Z
97	pyspider	14954	3576	Python	281	A Powerful Spider(Web Crawler) System in Python.	2021-03-09T08:53:54Z
98	Paddle	14848	3669	Python	2522	PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）	2021-04-16T02:57:39Z
99	sanic	14847	1342	Python	41	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-04-15T13:54:23Z
100	Awesome-Linux-Software	14806	1565	Python	21	A list of awesome applications, software, tools and other materials for Linux distros.	2021-04-14T04:06:27Z