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	124694	22712	Python	184	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2021-03-23T16:07:45Z
2	public-apis	113904	14108	Python	242	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.	2021-03-25T16:29:15Z
3	Python	101397	28848	Python	32	All Algorithms implemented in Python	2021-03-24T14:43:58Z
4	Python-100-Days	101018	40509	Python	547	Python - 100天从新手到大师	2021-03-24T08:55:59Z
5	awesome-python	95180	18592	Python	142	A curated list of awesome Python frameworks, libraries, software and resources	2021-03-18T08:24:16Z
6	youtube-dl	91931	4447	Python	3989	Command-line program to download videos from YouTube.com and other video sites	2021-03-26T00:32:57Z
7	models	69225	43825	Python	1122	Models and examples built with TensorFlow	2021-03-25T22:05:54Z
8	thefuck	59473	2835	Python	253	Magnificent app which corrects your previous console command.	2021-03-22T19:55:45Z
9	django	56421	24152	Python	170	The Web framework for perfectionists with deadlines.	2021-03-26T02:04:41Z
10	flask	54290	14184	Python	22	The Python micro framework for building web applications.	2021-03-24T22:33:12Z
11	keras	50921	18728	Python	3238	Deep Learning for humans	2021-03-25T23:42:11Z
12	awesome-machine-learning	49500	12266	Python	7	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-03-23T20:34:17Z
13	ansible	47330	20400	Python	1870	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.	2021-03-25T23:18:11Z
14	scikit-learn	44984	21230	Python	2365	scikit-learn: machine learning in Python	2021-03-25T19:39:16Z
15	requests	44847	8198	Python	318	A simple, yet elegant HTTP library.	2021-03-23T14:23:47Z
16	transformers	42905	10362	Python	614	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-26T01:54:13Z
17	scrapy	40150	9090	Python	795	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-03-25T19:21:37Z
18	big-list-of-naughty-strings	40099	1847	Python	74	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.	2021-02-22T01:19:23Z
19	HelloGitHub	39161	5805	Python	5	:octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年）	2021-03-22T15:36:02Z
20	superset	36137	7072	Python	897	Apache Superset is a Data Visualization and Data Exploration Platform	2021-03-26T01:35:05Z
21	faceswap	34712	10705	Python	9	Deepfakes Software For All	2021-03-25T19:30:23Z
22	shadowsocks	32976	19610	Python	447	None	2021-02-28T20:39:55Z
23	interview_internal_reference	30843	8448	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	30604	7835	Python	7692	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
25	CppCoreGuidelines	30275	4058	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	29535	6485	Python	82	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
27	AiLearning	29260	9906	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	29115	12106	Python	3737	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-03-26T02:55:14Z
29	fastapi	28876	1983	Python	764	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-03-25T13:37:26Z
30	python-patterns	27934	5782	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
31	certbot	27844	3069	Python	574	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.	2021-03-25T23:53:56Z
32	sentry	27636	3099	Python	303	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-03-26T02:24:23Z
33	wtfpython	26327	2204	Python	52	What the f*ck Python? 😱	2021-03-20T09:52:36Z
34	jieba	25808	6150	Python	601	结巴中文分词	2020-12-05T18:32:32Z
35	DeepFaceLab	25433	5680	Python	271	DeepFaceLab is the leading software for creating deepfakes.	2021-03-24T09:43:00Z
36	rich	24252	721	Python	7	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-03-25T22:33:55Z
37	Detectron	24238	5313	Python	319	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2021-03-25T21:50:18Z
38	Real-Time-Voice-Cloning	23553	4554	Python	15	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-03-25T04:50:06Z
39	YouCompleteMe	22674	2627	Python	36	A code-completion engine for Vim	2021-03-22T12:12:51Z
40	linux-insides	22528	2571	Python	42	A little bit about a linux kernel	2021-03-20T16:32:02Z
41	HanLP	22364	5983	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	2021-03-23T15:00:17Z
42	compose	22176	3705	Python	507	Define and run multi-container applications with Docker	2021-03-23T14:18:54Z
43	interactive-coding-challenges	22136	3534	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
44	mitmproxy	21887	2808	Python	238	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-03-25T02:57:28Z
45	Python	21743	9806	Python	203	My Python Examples	2021-03-20T12:23:54Z
46	d2l-zh	21714	5410	Python	9	《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。	2021-03-25T03:22:14Z
47	pipenv	21677	1605	Python	509	Python Development Workflow for Humans.	2021-03-26T02:31:17Z
48	ItChat	21314	4995	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。	2021-02-28T15:51:27Z
49	airflow	20895	8224	Python	990	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-03-26T01:58:21Z
50	python-cheatsheet	20664	3933	Python	22	Comprehensive Python Cheatsheet	2021-03-18T19:41:15Z
51	django-rest-framework	20557	5615	Python	216	Web APIs for Django. 🎸	2021-03-25T17:37:03Z
52	data-science-ipython-notebooks	20415	6475	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	20381	1760	Python	92	Set up a personal VPN in the cloud	2021-03-16T00:12:09Z
54	black	20046	1290	Python	441	The uncompromising Python code formatter	2021-03-24T23:38:07Z
55	pytorch-tutorial	20020	6328	Python	77	PyTorch Tutorial for Deep Learning Researchers	2021-03-10T08:49:34Z
56	spaCy	19976	3347	Python	116	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-25T19:32:05Z
57	sqlmap	19665	4222	Python	46	Automatic SQL injection and database takeover tool	2021-03-25T16:29:18Z
58	Mask_RCNN	19658	9450	Python	1649	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
59	ML-From-Scratch	19641	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	18916	3890	Python	158	Minimal examples of data structures and algorithms in Python	2021-03-24T16:38:23Z
61	python-fire	18854	1134	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	18291	5912	Python	132	数据结构和算法必知必会的50个代码实现	2021-03-04T09:43:06Z
63	glances	18064	1179	Python	195	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
64	NLP-progress	18047	3079	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
65	tqdm	17841	915	Python	280	A Fast, Extensible Progress Bar for Python and CLI	2021-03-26T01:21:24Z
66	macOS-Security-and-Privacy-Guide	17830	1267	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
67	hosts	17518	1558	Python	41	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-03-25T12:23:04Z
68	Depix	17430	2076	Python	5	Recovers passwords from pixelized screenshots	2021-03-22T11:40:47Z
69	celery	16947	3967	Python	500	Distributed Task Queue (development branch)	2021-03-25T14:56:38Z
70	numpy	16639	5361	Python	2263	The fundamental package for scientific computing with Python.	2021-03-26T00:31:39Z
71	magenta	16443	3389	Python	300	Magenta: Music and Art Generation with Machine Intelligence	2021-03-25T13:02:05Z
72	spleeter	15896	1636	Python	82	Deezer source separation library including pretrained models.	2021-03-12T16:47:11Z
73	CheatSheetSeries	15771	2292	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	15760	7371	Python	307	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-03-22T21:22:59Z
75	reddit	15693	2870	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
76	locust	15685	2087	Python	53	Scalable user load testing tool written in Python	2021-03-24T19:55:23Z
77	cascadia-code	15532	476	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	15522	3128	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
79	jumpserver	15481	4123	Python	146	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。	2021-03-26T02:53:14Z
80	professional-programming	15393	1379	Python	0	A collection of full-stack resources for programmers.	2021-03-25T11:21:47Z
81	ray	15339	2490	Python	1440	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.	2021-03-26T01:48:18Z
82	pyspider	14929	3570	Python	281	A Powerful Spider(Web Crawler) System in Python.	2021-03-09T08:53:54Z
83	bokeh	14890	3671	Python	659	Interactive Data Visualization in the browser, from Python	2021-03-24T23:37:54Z
84	Awesome-Linux-Software	14741	1548	Python	22	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-15T22:42:36Z
85	ipython	14723	4144	Python	1484	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-25T22:58:27Z
86	sanic	14708	1319	Python	38	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-23T00:47:19Z
87	Paddle	14656	3639	Python	2534	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）	2021-03-26T02:54:50Z
88	pytorch-CycleGAN-and-pix2pix	14559	4374	Python	342	Image-to-Image Translation in PyTorch	2021-03-25T19:20:19Z
89	nginx-proxy	14558	2600	Python	692	Automated nginx proxy for Docker containers using docker-gen	2021-03-23T09:05:32Z
90	gpt-2	14402	3650	Python	127	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
91	luigi	14353	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.	2021-03-25T22:34:00Z
92	PySnooper	14287	887	Python	19	Never use print for debugging again	2021-02-27T09:15:00Z
93	dash	14192	1447	Python	415	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-03-25T22:20:39Z
94	python-telegram-bot	14189	2977	Python	29	We have made you a wrapper you can't refuse	2021-03-25T20:50:02Z
95	mmdetection	14113	4875	Python	354	OpenMMLab Detection Toolbox and Benchmark	2021-03-26T01:48:26Z
96	wttr.in	14064	694	Python	147	⛅ The right way to check the weather	2021-03-15T14:03:18Z
97	streamlit	13940	1182	Python	531	Streamlit — The fastest way to build data apps in Python	2021-03-26T02:16:36Z
98	wechat_jump_game	13890	4536	Python	33	微信《跳一跳》Python 辅助	2021-03-18T20:24:22Z
99	labelImg	13711	4443	Python	284	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-03-22T06:27:52Z
100	zipline	13604	3939	Python	339	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z