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	114286	20628	Python	167	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-11-29T17:54:09Z
2	public-apis	103432	12585	Python	215	A collective list of free APIs for use in software and web development.	2020-12-08T22:56:14Z
3	Python-100-Days	96806	38859	Python	509	Python - 100天从新手到大师	2020-12-03T05:34:17Z
4	Python	94443	27567	Python	169	All Algorithms implemented in Python	2020-12-10T02:16:49Z
5	awesome-python	90160	17765	Python	102	A curated list of awesome Python frameworks, libraries, software and resources	2020-12-07T22:49:27Z
6	youtube-dl	84500	2797	Python	3969	Command-line program to download videos from YouTube.com and other video sites	2020-12-10T02:04:38Z
7	models	67558	43065	Python	1033	Models and examples built with TensorFlow	2020-12-09T21:14:38Z
8	thefuck	57773	2795	Python	246	Magnificent app which corrects your previous console command.	2020-11-18T09:43:13Z
9	django	54080	23293	Python	179	The Web framework for perfectionists with deadlines.	2020-12-09T21:02:22Z
10	flask	53112	13996	Python	23	The Python micro framework for building web applications.	2020-12-09T06:12:49Z
11	keras	50275	18665	Python	3120	Deep Learning for humans	2020-12-09T23:39:25Z
12	httpie	49093	3184	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	2020-12-02T17:46:10Z
13	awesome-machine-learning	47526	11911	Python	0	A curated list of awesome Machine Learning frameworks, libraries and software.	2020-12-09T14:47:30Z
14	ansible	45957	19934	Python	1991	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.	2020-12-10T01:16:42Z
15	requests	44104	8035	Python	296	A simple, yet elegant HTTP library.	2020-12-09T14:03:59Z
16	scikit-learn	43328	20713	Python	2302	scikit-learn: machine learning in Python	2020-12-10T02:48:52Z
17	scrapy	39145	8949	Python	749	Scrapy, a fast high-level web crawling & scraping framework for Python.	2020-12-09T16:53:43Z
18	big-list-of-naughty-strings	38726	1737	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
19	transformers	37869	9298	Python	579	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2020-12-09T22:58:21Z
20	face_recognition	37586	10597	Python	557	The world's simplest facial recognition api for Python and the command line	2020-11-26T13:48:32Z
21	HelloGitHub	35336	5266	Python	9	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2020-12-07T09:00:36Z
22	faceswap	33540	10393	Python	9	Deepfakes Software For All	2020-12-08T13:06:22Z
23	shadowsocks	32889	19676	Python	448	None	2019-11-06T02:01:03Z
24	incubator-superset	31488	6488	Python	497	Apache Superset is a Data Visualization and Data Exploration Platform	2020-12-10T02:55:50Z
25	XX-Net	30497	7866	Python	7656	A proxy tool to bypass GFW.	2020-10-09T09:04:52Z
26	interview_internal_reference	29630	8126	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	29360	3905	Python	178	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-12-08T18:32:54Z
28	Deep-Learning-Papers-Reading-Roadmap	28873	6365	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2020-12-04T02:44:01Z
29	AiLearning	28224	9611	Python	33	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2020-12-02T13:36:04Z
30	localstack	27567	2150	Python	271	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-12-09T19:08:05Z
31	pandas	27564	11511	Python	3574	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-12-10T02:46:55Z
32	certbot	27454	3015	Python	564	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.	2020-12-10T00:13:59Z
33	sentry	26741	3040	Python	332	Sentry is cross-platform application monitoring, with a focus on error reporting.	2020-12-10T02:26:44Z
34	python-patterns	26504	5529	Python	11	A collection of design patterns/idioms in Python	2020-10-14T21:02:45Z
35	jieba	24928	6017	Python	587	结巴中文分词	2020-12-05T18:32:32Z
36	fastapi	23986	1645	Python	580	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2020-12-09T02:34:57Z
37	Detectron	23954	5272	Python	315	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-08-20T17:17:26Z
38	wtfpython	22759	2039	Python	40	What the f*ck Python?	2020-12-03T06:22:18Z
39	cheat.sh	22585	1127	Python	76	the only cheat sheet you need	2020-11-29T21:38:29Z
40	YouCompleteMe	22243	2573	Python	31	A code-completion engine for Vim	2020-11-29T11:47:12Z
41	linux-insides	22060	2500	Python	42	A little bit about a linux kernel	2020-11-29T13:00:11Z
42	Real-Time-Voice-Cloning	21728	4179	Python	9	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2020-11-25T22:34:16Z
43	DeepFaceLab	21727	5065	Python	207	DeepFaceLab is the leading software for creating deepfakes.	2020-12-01T20:55:32Z
44	HanLP	21497	5825	Python	14	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	2020-11-19T15:32:21Z
45	interactive-coding-challenges	21415	3402	Python	57	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-10-01T14:44:45Z
46	compose	21337	3509	Python	461	Define and run multi-container applications with Docker	2020-12-08T16:27:32Z
47	pipenv	21299	1566	Python	461	Python Development Workflow for Humans.	2020-12-07T07:51:15Z
48	ItChat	21026	4934	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
49	mitmproxy	20866	2679	Python	317	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2020-12-09T16:45:13Z
50	PayloadsAllTheThings	20038	5939	Python	9	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-12-09T22:34:33Z
51	data-science-ipython-notebooks	19896	6330	Python	15	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.	2020-10-01T08:40:00Z
52	Python	19718	9326	Python	189	My Python Examples	2020-12-09T07:32:37Z
53	algo	19716	1692	Python	79	Set up a personal VPN in the cloud	2020-12-08T13:25:21Z
54	airflow	19538	7596	Python	908	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2020-12-10T02:00:14Z
55	django-rest-framework	19441	5442	Python	330	Web APIs for Django. 🎸	2020-12-02T19:47:49Z
56	d2l-zh	19412	5016	Python	11	《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140所大学采用教学。	2020-12-08T22:15:44Z
57	pytorch-tutorial	19038	6072	Python	73	PyTorch Tutorial for Deep Learning Researchers	2020-10-20T13:25:13Z
58	Mask_RCNN	18991	9030	Python	1591	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-11-22T06:26:56Z
59	sqlmap	18857	4090	Python	44	Automatic SQL injection and database takeover tool	2020-12-08T13:41:27Z
60	black	18798	1192	Python	367	The uncompromising Python code formatter	2020-12-09T23:40:46Z
61	ML-From-Scratch	18576	3601	Python	34	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.	2020-11-07T03:53:12Z
62	algorithms	18380	3753	Python	146	Minimal examples of data structures and algorithms in Python	2020-12-07T08:12:04Z
63	python-fire	18309	1104	Python	92	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2020-12-07T16:22:23Z
64	spaCy	17789	3185	Python	185	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-12-09T22:38:49Z
65	macOS-Security-and-Privacy-Guide	17519	1228	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
66	NLP-progress	17405	2981	Python	38	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.	2020-12-07T01:07:26Z
67	python-cheatsheet	17361	3316	Python	23	Comprehensive Python Cheatsheet	2020-12-08T10:10:50Z
68	algo	17331	5608	Python	126	数据结构和算法必知必会的50个代码实现	2020-11-28T02:34:06Z
69	glances	17265	1129	Python	186	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-12-05T21:38:07Z
70	tqdm	16628	864	Python	270	A Fast, Extensible Progress Bar for Python and CLI	2020-12-09T00:16:10Z
71	hosts	16561	1493	Python	36	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2020-12-09T06:19:03Z
72	celery	16325	3898	Python	484	Distributed Task Queue (development branch)	2020-12-09T17:05:57Z
73	rich	16089	469	Python	13	Rich is a Python library for rich text and beautiful formatting in the terminal.	2020-12-09T23:22:27Z
74	magenta	16045	3276	Python	287	Magenta: Music and Art Generation with Machine Intelligence	2020-12-03T14:10:02Z
75	numpy	15673	5098	Python	2261	The fundamental package for scientific computing with Python.	2020-12-10T01:52:57Z
76	reddit	15565	2861	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
77	TensorFlow-Course	15285	3117	Python	0	📡 Simple and ready-to-use tutorials for TensorFlow	2020-11-15T16:50:17Z
78	spleeter	14968	1509	Python	88	Deezer source separation library including pretrained models.	2020-12-09T22:54:56Z
79	examples	14896	6994	Python	284	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2020-12-04T04:02:00Z
80	professional-programming	14768	1323	Python	0	A collection of full-stack resources for programmers.	2020-11-22T14:42:46Z
81	pyspider	14745	3552	Python	276	A Powerful Spider(Web Crawler) System in Python.	2020-10-22T04:00:13Z
82	jumpserver	14569	3983	Python	204	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。	2020-12-10T02:35:19Z
83	cascadia-code	14551	427	Python	50	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.	2020-11-29T14:44:40Z
84	ipython	14526	4127	Python	1435	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-12-07T18:59:44Z
85	locust	14511	1986	Python	33	Scalable user load testing tool written in Python	2020-12-09T16:08:58Z
86	Awesome-Linux-Software	14432	1508	Python	20	A list of awesome applications, software, tools and other materials for Linux distros.	2020-12-04T18:10:15Z
87	CheatSheetSeries	14364	2105	Python	39	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2020-12-06T14:15:19Z
88	bokeh	14355	3594	Python	591	Interactive Data Visualization in the browser, from Python	2020-12-09T14:16:13Z
89	sanic	14336	1303	Python	64	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-12-09T09:52:53Z
90	bitcoinbook	14271	4083	Python	58	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-11-25T20:21:45Z
91	nginx-proxy	14126	2536	Python	667	Automated nginx proxy for Docker containers using docker-gen	2020-12-06T18:10:06Z
92	PySnooper	14046	876	Python	16	Never use print for debugging again	2020-12-05T14:10:17Z
93	ray	14029	2232	Python	1184	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.	2020-12-10T01:44:11Z
94	luigi	14001	2205	Python	67	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.	2020-12-06T04:59:49Z
95	wechat_jump_game	13889	4559	Python	32	微信《跳一跳》Python 辅助	2020-11-13T17:32:05Z
96	pytorch-CycleGAN-and-pix2pix	13741	4134	Python	301	Image-to-Image Translation in PyTorch	2020-11-19T13:38:13Z
97	gpt-2	13686	3471	Python	119	Code for the paper "Language Models are Unsupervised Multitask Learners"	2020-12-02T20:56:23Z
98	Paddle	13524	3354	Python	2273	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）	2020-12-10T02:59:04Z
99	dash	13500	1374	Python	387	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2020-12-09T21:39:50Z
100	wttr.in	13351	668	Python	139	⛅ The right way to check the weather	2020-11-26T18:21:33Z