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	118773	21505	Python	170	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-12-29T02:51:34Z
2	public-apis	108148	13227	Python	232	A collective list of free APIs for use in software and web development.	2021-01-17T23:56:10Z
3	Python-100-Days	98402	39515	Python	525	Python - 100天从新手到大师	2021-01-12T01:48:11Z
4	Python	97385	28101	Python	39	All Algorithms implemented in Python	2021-01-17T18:36:20Z
5	awesome-python	92564	18127	Python	127	A curated list of awesome Python frameworks, libraries, software and resources	2021-01-16T20:41:38Z
6	youtube-dl	88118	3642	Python	3880	Command-line program to download videos from YouTube.com and other video sites	2021-01-18T02:00:47Z
7	models	68350	43317	Python	1069	Models and examples built with TensorFlow	2021-01-17T16:46:48Z
8	thefuck	58406	2808	Python	253	Magnificent app which corrects your previous console command.	2021-01-16T15:31:58Z
9	django	54975	23619	Python	186	The Web framework for perfectionists with deadlines.	2021-01-17T20:09:47Z
10	flask	53543	14080	Python	23	The Python micro framework for building web applications.	2021-01-11T21:39:05Z
11	keras	50529	18694	Python	3166	Deep Learning for humans	2021-01-15T19:43:35Z
12	httpie	49472	3213	Python	147	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	2021-01-15T02:36:26Z
13	awesome-machine-learning	47918	12007	Python	0	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-01-13T14:45:01Z
14	ansible	46522	20120	Python	1938	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.	2021-01-17T19:36:12Z
15	requests	44353	8082	Python	302	A simple, yet elegant HTTP library.	2021-01-11T13:37:05Z
16	scikit-learn	43747	20867	Python	2324	scikit-learn: machine learning in Python	2021-01-18T02:18:53Z
17	transformers	39530	9662	Python	541	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-01-17T01:03:03Z
18	scrapy	39478	8987	Python	759	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-01-16T05:49:45Z
19	big-list-of-naughty-strings	39203	1758	Python	73	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.	2020-10-06T11:10:54Z
20	face_recognition	38176	10763	Python	570	The world's simplest facial recognition api for Python and the command line	2020-12-19T11:44:26Z
21	HelloGitHub	36635	5422	Python	26	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2020-12-27T17:01:55Z
22	faceswap	33922	10508	Python	10	Deepfakes Software For All	2021-01-13T21:59:08Z
23	shadowsocks	32920	19674	Python	448	None	2019-11-06T02:01:03Z
24	superset	32173	6588	Python	560	Apache Superset is a Data Visualization and Data Exploration Platform	2021-01-18T02:24:27Z
25	XX-Net	30522	7836	Python	7676	A proxy tool to bypass GFW.	2020-10-09T09:04:52Z
26	interview_internal_reference	29991	8226	Python	22	2020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。	2020-10-17T02:49:24Z
27	CppCoreGuidelines	29671	3965	Python	188	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-01-11T08:43:31Z
28	Deep-Learning-Papers-Reading-Roadmap	29102	6398	Python	80	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-01-13T05:47:46Z
29	AiLearning	28591	9704	Python	34	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2021-01-02T12:13:06Z
30	pandas	28101	11708	Python	3583	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-01-18T01:13:49Z
31	localstack	28039	2188	Python	261	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-01-17T20:04:50Z
32	certbot	27591	3042	Python	572	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.	2021-01-17T20:37:47Z
33	sentry	27065	3051	Python	262	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-01-17T02:18:35Z
34	python-patterns	27048	5613	Python	11	A collection of design patterns/idioms in Python	2021-01-02T18:24:18Z
35	fastapi	26014	1772	Python	613	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-01-17T19:08:39Z
36	jieba	25277	6072	Python	594	结巴中文分词	2020-12-05T18:32:32Z
37	Detectron	24053	5290	Python	317	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-08-20T17:17:26Z
38	cheat.sh	23180	1165	Python	81	the only cheat sheet you need	2021-01-17T21:36:43Z
39	wtfpython	22948	2048	Python	41	What the f*ck Python?	2021-01-17T08:26:56Z
40	DeepFaceLab	22880	5250	Python	236	DeepFaceLab is the leading software for creating deepfakes.	2021-01-13T12:55:13Z
41	YouCompleteMe	22400	2592	Python	31	A code-completion engine for Vim	2021-01-13T09:28:42Z
42	linux-insides	22218	2513	Python	42	A little bit about a linux kernel	2020-12-20T10:53:37Z
43	Real-Time-Voice-Cloning	22196	4307	Python	9	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2020-11-25T22:34:16Z
44	HanLP	21849	5887	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	2021-01-16T18:19:06Z
45	interactive-coding-challenges	21711	3445	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
46	compose	21602	3575	Python	458	Define and run multi-container applications with Docker	2021-01-17T18:08:38Z
47	pipenv	21445	1581	Python	482	Python Development Workflow for Humans.	2020-12-22T05:34:03Z
48	mitmproxy	21240	2737	Python	229	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-01-17T10:40:35Z
49	ItChat	21122	4956	Python	230	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。	2020-11-22T19:12:56Z
50	PayloadsAllTheThings	21022	6252	Python	12	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-01-17T16:21:22Z
51	rich	20406	591	Python	10	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-01-16T18:27:09Z
52	Python	20163	9491	Python	193	My Python Examples	2021-01-17T12:53:21Z
53	airflow	20076	7798	Python	984	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-01-18T02:59:35Z
54	data-science-ipython-notebooks	20068	6388	Python	16	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.	2020-12-21T20:44:47Z
55	algo	19948	1714	Python	85	Set up a personal VPN in the cloud	2021-01-16T10:39:09Z
56	django-rest-framework	19730	5486	Python	344	Web APIs for Django. 🎸	2021-01-17T23:20:03Z
57	pytorch-tutorial	19386	6164	Python	75	PyTorch Tutorial for Deep Learning Researchers	2020-12-21T07:28:47Z
58	Mask_RCNN	19246	9175	Python	1612	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
59	black	19182	1231	Python	395	The uncompromising Python code formatter	2021-01-18T00:59:07Z
60	sqlmap	19157	4139	Python	47	Automatic SQL injection and database takeover tool	2021-01-15T09:51:55Z
61	ML-From-Scratch	18737	3640	Python	36	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
62	python-fire	18526	1114	Python	90	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-01-13T09:46:36Z
63	python-cheatsheet	18221	3553	Python	23	Comprehensive Python Cheatsheet	2021-01-13T21:27:41Z
64	spaCy	18048	3206	Python	87	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2021-01-18T01:41:50Z
65	redash	18004	3095	Python	582	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-01-16T16:52:20Z
66	algo	17663	5711	Python	128	数据结构和算法必知必会的50个代码实现	2021-01-01T02:50:56Z
67	tqdm	17095	881	Python	274	A Fast, Extensible Progress Bar for Python and CLI	2021-01-17T03:22:03Z
68	hosts	16813	1510	Python	35	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-01-17T22:45:30Z
69	celery	16548	3934	Python	495	Distributed Task Queue (development branch)	2021-01-17T16:09:46Z
70	magenta	16191	3313	Python	294	Magenta: Music and Art Generation with Machine Intelligence	2021-01-16T00:47:39Z
71	numpy	15979	5183	Python	2245	The fundamental package for scientific computing with Python.	2021-01-17T20:55:14Z
72	reddit	15600	2864	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
73	TensorFlow-Course	15392	3122	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
74	spleeter	15314	1556	Python	96	Deezer source separation library including pretrained models.	2021-01-15T13:51:16Z
75	examples	15242	7139	Python	297	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-01-13T19:28:10Z
76	locust	15052	2014	Python	40	Scalable user load testing tool written in Python	2021-01-15T23:42:46Z
77	jumpserver	15039	4048	Python	164	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。	2021-01-17T12:34:01Z
78	cascadia-code	14873	443	Python	55	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.	2021-01-07T23:20:20Z
79	professional-programming	14841	1327	Python	0	A collection of full-stack resources for programmers.	2021-01-11T19:57:01Z
80	pyspider	14817	3563	Python	276	A Powerful Spider(Web Crawler) System in Python.	2020-10-22T04:00:13Z
81	CheatSheetSeries	14673	2158	Python	37	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-01-15T19:34:25Z
82	ipython	14607	4130	Python	1463	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-01-11T16:29:33Z
83	Depix	14586	1716	Python	6	Recovers passwords from pixelized screenshots	2021-01-16T10:35:15Z
84	bitcoinbook	14554	4148	Python	54	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-01-17T15:40:44Z
85	Awesome-Linux-Software	14553	1520	Python	25	A list of awesome applications, software, tools and other materials for Linux distros.	2021-01-09T18:26:07Z
86	bokeh	14533	3621	Python	607	Interactive Data Visualization in the browser, from Python	2021-01-18T02:35:11Z
87	ray	14481	2310	Python	1230	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.	2021-01-18T02:43:00Z
88	sanic	14459	1305	Python	49	Async Python 3.6+ web server/framework | Build fast. Run fast.	2021-01-11T14:35:43Z
89	nginx-proxy	14292	2562	Python	678	Automated nginx proxy for Docker containers using docker-gen	2021-01-10T12:57:27Z
90	PySnooper	14148	877	Python	17	Never use print for debugging again	2020-12-28T18:13:10Z
91	luigi	14127	2208	Python	64	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.	2021-01-17T18:35:42Z
92	pytorch-CycleGAN-and-pix2pix	14071	4229	Python	316	Image-to-Image Translation in PyTorch	2020-12-19T14:22:19Z
93	gpt-2	13945	3541	Python	120	Code for the paper "Language Models are Unsupervised Multitask Learners"	2020-12-02T20:56:23Z
94	wechat_jump_game	13895	4550	Python	32	微信《跳一跳》Python 辅助	2020-11-13T17:32:05Z
95	Paddle	13822	3416	Python	2316	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）	2021-01-18T02:57:28Z
96	dash	13714	1408	Python	406	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-01-17T16:10:42Z
97	wttr.in	13608	678	Python	144	⛅ The right way to check the weather	2021-01-12T12:31:49Z
98	python-telegram-bot	13444	2806	Python	26	We have made you a wrapper you can't refuse	2021-01-17T22:24:24Z
99	zipline	13129	3771	Python	329	Zipline, a Pythonic Algorithmic Trading Library	2020-12-18T13:20:06Z
100	labelImg	13088	4283	Python	268	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-01-09T17:30:44Z