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	119268	21628	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	108517	13269	Python	235	A collective list of free APIs for use in software and web development.	2021-01-22T08:43:07Z
3	Python-100-Days	98696	39637	Python	527	Python - 100天从新手到大师	2021-01-20T07:04:25Z
4	youtube-dl	88742	3726	Python	3881	Command-line program to download videos from YouTube.com and other video sites	2021-01-22T20:33:35Z
5	models	68411	43365	Python	1071	Models and examples built with TensorFlow	2021-01-23T00:40:00Z
6	thefuck	58574	2813	Python	252	Magnificent app which corrects your previous console command.	2021-01-21T13:34:02Z
7	django	55108	23676	Python	182	The Web framework for perfectionists with deadlines.	2021-01-22T19:20:27Z
8	flask	53601	14080	Python	23	The Python micro framework for building web applications.	2021-01-22T08:57:09Z
9	keras	50562	18715	Python	3176	Deep Learning for humans	2021-01-22T22:02:21Z
10	httpie	49521	3217	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	2021-01-21T21:50:43Z
11	awesome-machine-learning	48012	12029	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-01-20T18:38:00Z
12	ansible	46600	20171	Python	1926	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.	2021-01-23T02:48:09Z
13	requests	44410	8100	Python	305	A simple, yet elegant HTTP library.	2021-01-22T13:41:40Z
14	scikit-learn	43906	20886	Python	2295	scikit-learn: machine learning in Python	2021-01-22T23:41:56Z
15	scrapy	39529	8994	Python	760	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-01-16T05:49:45Z
16	big-list-of-naughty-strings	39241	1767	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
17	face_recognition	38264	10785	Python	570	The world's simplest facial recognition api for Python and the command line	2020-12-19T11:44:26Z
18	HelloGitHub	36793	5444	Python	29	: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
19	faceswap	33971	10522	Python	10	Deepfakes Software For All	2021-01-13T21:59:08Z
20	shadowsocks	32922	19667	Python	448	None	2019-11-06T02:01:03Z
21	superset	32516	6625	Python	589	Apache Superset is a Data Visualization and Data Exploration Platform	2021-01-23T02:26:53Z
22	XX-Net	30517	7831	Python	7676	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
23	interview_internal_reference	30092	8257	Python	23	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
24	CppCoreGuidelines	29709	3970	Python	182	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-01-21T19:46:28Z
25	Deep-Learning-Papers-Reading-Roadmap	29137	6408	Python	80	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-01-13T05:47:46Z
26	AiLearning	28663	9722	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	pandas	28190	11734	Python	3573	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-01-23T01:33:48Z
28	localstack	28132	2201	Python	263	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-01-22T22:19:44Z
29	sentry	27117	3058	Python	257	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-01-23T01:52:31Z
30	python-patterns	27113	5629	Python	12	A collection of design patterns/idioms in Python	2021-01-20T20:32:45Z
31	fastapi	26217	1788	Python	628	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-01-22T20:28:03Z
32	jieba	25332	6079	Python	594	结巴中文分词	2020-12-05T18:32:32Z
33	Detectron	24063	5294	Python	317	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-08-20T17:17:26Z
34	cheat.sh	23221	1171	Python	82	the only cheat sheet you need	2021-01-21T23:37:42Z
35	wtfpython	22980	2047	Python	41	What the f*ck Python?	2021-01-17T08:26:56Z
36	DeepFaceLab	22978	5276	Python	246	DeepFaceLab is the leading software for creating deepfakes.	2021-01-21T12:54:30Z
37	Real-Time-Voice-Cloning	22260	4323	Python	9	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-01-20T01:40:02Z
38	linux-insides	22241	2517	Python	42	A little bit about a linux kernel	2020-12-20T10:53:37Z
39	HanLP	21910	5893	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	2021-01-23T01:35:57Z
40	interactive-coding-challenges	21727	3449	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
41	compose	21656	3582	Python	475	Define and run multi-container applications with Docker	2021-01-22T19:25:43Z
42	pipenv	21462	1586	Python	477	Python Development Workflow for Humans.	2021-01-21T10:18:28Z
43	mitmproxy	21296	2740	Python	229	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-01-22T12:01:24Z
44	PayloadsAllTheThings	21139	6303	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-01-20T10:01:43Z
45	ItChat	21137	4961	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
46	rich	20578	600	Python	13	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-01-23T02:00:55Z
47	Python	20222	9510	Python	195	My Python Examples	2021-01-22T19:33:40Z
48	airflow	20163	7841	Python	997	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-01-23T01:23:00Z
49	data-science-ipython-notebooks	20092	6393	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
50	algo	19980	1718	Python	84	Set up a personal VPN in the cloud	2021-01-22T14:45:30Z
51	d2l-zh	19769	5092	Python	5	《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。	2021-01-23T01:48:54Z
52	pytorch-tutorial	19430	6183	Python	75	PyTorch Tutorial for Deep Learning Researchers	2020-12-21T07:28:47Z
53	Mask_RCNN	19290	9207	Python	1615	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
54	black	19235	1236	Python	401	The uncompromising Python code formatter	2021-01-22T23:53:53Z
55	ML-From-Scratch	18752	3643	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
56	algorithms	18623	3811	Python	150	Minimal examples of data structures and algorithms in Python	2021-01-18T05:31:50Z
57	python-fire	18550	1114	Python	88	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-01-22T21:44:11Z
58	python-cheatsheet	18260	3570	Python	23	Comprehensive Python Cheatsheet	2021-01-20T16:26:07Z
59	redash	18051	3103	Python	580	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-01-23T00:03:19Z
60	NLP-progress	17668	3029	Python	25	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.	2021-01-15T21:15:13Z
61	macOS-Security-and-Privacy-Guide	17659	1241	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
62	glances	17555	1153	Python	198	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2021-01-20T05:28:52Z
63	tqdm	17155	885	Python	277	A Fast, Extensible Progress Bar for Python and CLI	2021-01-18T17:23:27Z
64	hosts	16846	1518	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.	2021-01-23T02:53:55Z
65	magenta	16202	3319	Python	294	Magenta: Music and Art Generation with Machine Intelligence	2021-01-19T21:27:46Z
66	numpy	16030	5193	Python	2243	The fundamental package for scientific computing with Python.	2021-01-22T17:36:05Z
67	reddit	15608	2863	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
68	spleeter	15359	1562	Python	98	Deezer source separation library including pretrained models.	2021-01-21T16:39:20Z
69	examples	15287	7150	Python	297	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-01-22T20:56:32Z
70	locust	15159	2019	Python	40	Scalable user load testing tool written in Python	2021-01-22T18:32:21Z
71	cascadia-code	14909	442	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
72	professional-programming	14851	1328	Python	0	A collection of full-stack resources for programmers.	2021-01-18T20:59:14Z
73	CheatSheetSeries	14704	2159	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
74	Depix	14686	1727	Python	7	Recovers passwords from pixelized screenshots	2021-01-16T10:35:15Z
75	ipython	14622	4133	Python	1468	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-01-22T04:05:08Z
76	bitcoinbook	14608	4159	Python	67	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-01-23T03:00:38Z
77	Awesome-Linux-Software	14566	1521	Python	26	A list of awesome applications, software, tools and other materials for Linux distros.	2021-01-20T03:23:00Z
78	bokeh	14549	3621	Python	602	Interactive Data Visualization in the browser, from Python	2021-01-23T01:58:33Z
79	ray	14544	2324	Python	1231	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.	2021-01-23T02:07:11Z
80	sanic	14472	1306	Python	45	Async Python 3.6+ web server/framework | Build fast. Run fast.	2021-01-19T14:35:28Z
81	nginx-proxy	14310	2565	Python	678	Automated nginx proxy for Docker containers using docker-gen	2021-01-10T12:57:27Z
82	PySnooper	14162	876	Python	17	Never use print for debugging again	2020-12-28T18:13:10Z
83	pytorch-CycleGAN-and-pix2pix	14113	4239	Python	319	Image-to-Image Translation in PyTorch	2020-12-19T14:22:19Z
84	wechat_jump_game	13894	4548	Python	32	微信《跳一跳》Python 辅助	2020-11-13T17:32:05Z
85	Paddle	13889	3431	Python	2320	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）	2021-01-22T23:59:13Z
86	dash	13771	1411	Python	406	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-01-22T08:05:31Z
87	wttr.in	13652	683	Python	143	⛅ The right way to check the weather	2021-01-22T18:13:16Z
88	mmdetection	13401	4604	Python	355	OpenMMLab Detection Toolbox and Benchmark	2021-01-22T12:53:22Z
89	zipline	13169	3780	Python	330	Zipline, a Pythonic Algorithmic Trading Library	2020-12-18T13:20:06Z
90	matplotlib	12980	5608	Python	1660	matplotlib: plotting with Python	2021-01-23T01:15:55Z
91	awesome-python-login-model	12742	2821	Python	53	😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟	2020-10-01T19:46:02Z
92	streamlit	12742	1076	Python	558	Streamlit — The fastest way to build data apps in Python	2021-01-23T02:03:21Z
93	fabric	12689	1816	Python	427	Simple, Pythonic remote execution and deployment.	2021-01-19T01:11:57Z
94	chinese-programmer-wrong-pronunciation	12488	1097	Python	75	中国程序员容易发音错误的单词	2020-11-30T22:21:35Z
95	python-spider	12356	4858	Python	3	:rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等	2021-01-07T22:35:17Z
96	prophet	12148	3456	Python	78	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2021-01-14T22:39:36Z
97	faker	12004	1366	Python	132	Faker is a Python package that generates fake data for you.	2021-01-21T16:00:27Z
98	magic-wormhole	11701	431	Python	122	get things from one computer to another, safely	2021-01-10T23:37:38Z
99	jupyter	11639	3018	Python	177	Jupyter metapackage for installation, docs and chat	2021-01-21T18:52:09Z
100	gensim	11628	3894	Python	353	Topic Modelling for Humans	2021-01-22T19:02:43Z