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	125035	22788	Python	185	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2021-03-28T18:39:36Z
2	public-apis	115049	14183	Python	193	A collective list of free APIs such as http://ipstack.com, http://fixer.io/, https://numverify.com/, etc. for use in software and web development.	2021-03-30T02:46:57Z
3	Python	101526	28883	Python	34	All Algorithms implemented in Python	2021-03-29T11:30:01Z
4	Python-100-Days	101125	40555	Python	550	Python - 100天从新手到大师	2021-03-30T02:33:12Z
5	awesome-python	95308	18624	Python	143	A curated list of awesome Python frameworks, libraries, software and resources	2021-03-29T11:33:58Z
6	youtube-dl	92125	4480	Python	4000	Command-line program to download videos from YouTube.com and other video sites	2021-03-29T20:38:09Z
7	models	69268	43857	Python	1125	Models and examples built with TensorFlow	2021-03-30T01:50:52Z
8	thefuck	59539	2838	Python	254	Magnificent app which corrects your previous console command.	2021-03-22T19:55:45Z
9	django	56480	24179	Python	169	The Web framework for perfectionists with deadlines.	2021-03-29T20:58:47Z
10	flask	54326	14189	Python	23	The Python micro framework for building web applications.	2021-03-27T15:27:03Z
11	keras	50938	18734	Python	3239	Deep Learning for humans	2021-03-30T00:48:14Z
12	awesome-machine-learning	49540	12290	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-03-29T13:02:18Z
13	ansible	47378	20418	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.	2021-03-30T02:45:32Z
14	scikit-learn	45035	21243	Python	2373	scikit-learn: machine learning in Python	2021-03-30T02:09:37Z
15	requests	44862	8208	Python	319	A simple, yet elegant HTTP library.	2021-03-29T18:53:59Z
16	transformers	43089	10409	Python	629	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-29T22:48:53Z
17	scrapy	40183	9094	Python	795	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-03-29T22:43:17Z
18	big-list-of-naughty-strings	40149	1854	Python	75	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.	2021-03-27T07:44:40Z
19	HelloGitHub	39338	5838	Python	5	:octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年）	2021-03-29T23:59:48Z
20	superset	36186	7082	Python	913	Apache Superset is a Data Visualization and Data Exploration Platform	2021-03-30T01:08:05Z
21	faceswap	34753	10719	Python	8	Deepfakes Software For All	2021-03-25T19:30:23Z
22	shadowsocks	32975	19608	Python	447	None	2021-02-28T20:39:55Z
23	interview_internal_reference	30894	8455	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
24	XX-Net	30606	7833	Python	7695	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
25	CppCoreGuidelines	30307	4059	Python	179	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-03-25T18:08:46Z
26	Deep-Learning-Papers-Reading-Roadmap	29559	6487	Python	82	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
27	AiLearning	29294	9917	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
28	pandas	29157	12118	Python	3727	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-03-30T02:27:23Z
29	fastapi	29031	1998	Python	765	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-03-29T22:06:00Z
30	python-patterns	27969	5788	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
31	certbot	27850	3068	Python	579	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.	2021-03-29T20:56:09Z
32	sentry	27657	3101	Python	311	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-03-30T02:20:32Z
33	wtfpython	26346	2206	Python	52	What the f*ck Python? 😱	2021-03-20T09:52:36Z
34	jieba	25850	6161	Python	601	结巴中文分词	2020-12-05T18:32:32Z
35	DeepFaceLab	25537	5710	Python	270	DeepFaceLab is the leading software for creating deepfakes.	2021-03-29T05:33:53Z
36	rich	24324	727	Python	6	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-03-29T21:36:28Z
37	Detectron	24247	5312	Python	319	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2021-03-27T08:15:41Z
38	Real-Time-Voice-Cloning	23613	4572	Python	18	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-03-25T04:50:06Z
39	YouCompleteMe	22686	2625	Python	36	A code-completion engine for Vim	2021-03-22T12:12:51Z
40	linux-insides	22533	2579	Python	42	A little bit about a linux kernel	2021-03-20T16:32:02Z
41	HanLP	22401	5997	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	2021-03-28T15:49:20Z
42	compose	22202	3707	Python	509	Define and run multi-container applications with Docker	2021-03-29T21:19:22Z
43	interactive-coding-challenges	22160	3540	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
44	Python	21967	9829	Python	203	My Python Examples	2021-03-29T19:18:15Z
45	mitmproxy	21923	2808	Python	239	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-03-29T20:38:17Z
46	d2l-zh	21822	5428	Python	7	《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。	2021-03-30T00:13:12Z
47	pipenv	21690	1606	Python	512	Python Development Workflow for Humans.	2021-03-29T20:01:38Z
48	ItChat	21321	4997	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。	2021-02-28T15:51:27Z
49	airflow	20950	8243	Python	979	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-03-30T02:54:18Z
50	python-cheatsheet	20689	3937	Python	22	Comprehensive Python Cheatsheet	2021-03-18T19:41:15Z
51	django-rest-framework	20586	5620	Python	219	Web APIs for Django. 🎸	2021-03-29T19:40:44Z
52	data-science-ipython-notebooks	20572	6492	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
53	algo	20398	1762	Python	92	Set up a personal VPN in the cloud	2021-03-16T00:12:09Z
54	black	20083	1295	Python	450	The uncompromising Python code formatter	2021-03-30T02:00:01Z
55	pytorch-tutorial	20048	6339	Python	77	PyTorch Tutorial for Deep Learning Researchers	2021-03-10T08:49:34Z
56	spaCy	20015	3350	Python	120	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-29T16:21:02Z
57	sqlmap	19716	4228	Python	45	Automatic SQL injection and database takeover tool	2021-03-29T03:24:28Z
58	Mask_RCNN	19685	9465	Python	1651	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
59	ML-From-Scratch	19659	3790	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
60	algorithms	18937	3891	Python	158	Minimal examples of data structures and algorithms in Python	2021-03-24T16:38:23Z
61	python-fire	18867	1135	Python	96	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-03-19T00:57:24Z
62	algo	18336	5923	Python	132	数据结构和算法必知必会的50个代码实现	2021-03-28T11:53:22Z
63	NLP-progress	18202	3090	Python	29	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.	2021-03-23T21:00:13Z
64	glances	18076	1179	Python	196	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2021-03-21T17:30:14Z
65	tqdm	17877	918	Python	281	A Fast, Extensible Progress Bar for Python and CLI	2021-03-28T02:20:06Z
66	macOS-Security-and-Privacy-Guide	17844	1270	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
67	hosts	17555	1559	Python	39	🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories.	2021-03-29T15:06:45Z
68	Depix	17462	2081	Python	5	Recovers passwords from pixelized screenshots	2021-03-27T16:03:45Z
69	celery	16970	3970	Python	497	Distributed Task Queue (development branch)	2021-03-29T18:18:51Z
70	numpy	16687	5373	Python	2264	The fundamental package for scientific computing with Python.	2021-03-30T00:30:29Z
71	magenta	16457	3397	Python	303	Magenta: Music and Art Generation with Machine Intelligence	2021-03-29T23:50:54Z
72	spleeter	15938	1646	Python	84	Deezer source separation library including pretrained models.	2021-03-12T16:47:11Z
73	CheatSheetSeries	15803	2295	Python	28	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-03-25T15:11:26Z
74	examples	15790	7387	Python	307	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-03-22T21:22:59Z
75	locust	15730	2093	Python	53	Scalable user load testing tool written in Python	2021-03-24T19:55:23Z
76	reddit	15700	2870	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
77	cascadia-code	15573	477	Python	42	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
78	TensorFlow-Course	15529	3131	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
79	jumpserver	15491	4126	Python	149	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。	2021-03-30T02:45:13Z
80	professional-programming	15404	1379	Python	0	A collection of full-stack resources for programmers.	2021-03-25T11:21:47Z
81	ray	15387	2496	Python	1457	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.	2021-03-30T02:13:44Z
82	pyspider	14930	3571	Python	281	A Powerful Spider(Web Crawler) System in Python.	2021-03-09T08:53:54Z
83	bokeh	14902	3676	Python	665	Interactive Data Visualization in the browser, from Python	2021-03-30T00:26:41Z
84	Awesome-Linux-Software	14752	1551	Python	22	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-15T22:42:36Z
85	ipython	14730	4142	Python	1481	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-28T21:17:43Z
86	sanic	14716	1325	Python	42	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-29T16:32:24Z
87	Paddle	14694	3646	Python	2555	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）	2021-03-30T02:51:52Z
88	pytorch-CycleGAN-and-pix2pix	14588	4390	Python	344	Image-to-Image Translation in PyTorch	2021-03-27T05:27:53Z
89	nginx-proxy	14576	2607	Python	692	Automated nginx proxy for Docker containers using docker-gen	2021-03-23T09:05:32Z
90	gpt-2	14420	3659	Python	127	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
91	luigi	14368	2239	Python	75	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.	2021-03-29T18:57:11Z
92	PySnooper	14297	887	Python	18	Never use print for debugging again	2021-02-27T09:15:00Z
93	python-telegram-bot	14223	2990	Python	25	We have made you a wrapper you can't refuse	2021-03-29T09:16:27Z
94	dash	14212	1451	Python	417	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-03-27T14:59:16Z
95	mmdetection	14158	4884	Python	346	OpenMMLab Detection Toolbox and Benchmark	2021-03-30T02:42:37Z
96	wttr.in	14078	695	Python	148	⛅ The right way to check the weather	2021-03-15T14:03:18Z
97	streamlit	13976	1188	Python	489	Streamlit — The fastest way to build data apps in Python	2021-03-30T02:36:50Z
98	wechat_jump_game	13890	4535	Python	33	微信《跳一跳》Python 辅助	2021-03-18T20:24:22Z
99	labelImg	13759	4452	Python	285	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-03-22T06:27:52Z
100	zipline	13646	3948	Python	339	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z