Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	Python	99943	28468	Python	41	All Algorithms implemented in Python	2021-02-15T14:37:03Z
2	Python-100-Days	99531	39970	Python	537	Python - 100天从新手到大师	2021-02-15T04:29:29Z
3	awesome-python	94048	18424	Python	132	A curated list of awesome Python frameworks, libraries, software and resources	2021-02-13T16:36:09Z
4	youtube-dl	90166	4103	Python	3936	Command-line program to download videos from YouTube.com and other video sites	2021-02-16T22:00:57Z
5	models	68655	43513	Python	1091	Models and examples built with TensorFlow	2021-02-16T23:47:14Z
6	django	55641	23885	Python	161	The Web framework for perfectionists with deadlines.	2021-02-16T14:54:04Z
7	flask	53905	14122	Python	25	The Python micro framework for building web applications.	2021-02-16T16:36:25Z
8	keras	50704	18715	Python	3206	Deep Learning for humans	2021-02-17T00:50:26Z
9	httpie	49866	3237	Python	143	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	2021-02-14T12:34:37Z
10	ansible	46886	20273	Python	1883	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.	2021-02-16T20:09:13Z
11	requests	44598	8142	Python	314	A simple, yet elegant HTTP library.	2021-02-10T13:12:54Z
12	scikit-learn	44590	21062	Python	2323	scikit-learn: machine learning in Python	2021-02-16T23:04:38Z
13	transformers	40866	9948	Python	637	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-02-17T01:32:37Z
14	big-list-of-naughty-strings	39395	1794	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.	2021-02-08T21:41:16Z
15	face_recognition	38569	10879	Python	585	The world's simplest facial recognition api for Python and the command line	2021-02-14T15:50:55Z
16	HelloGitHub	37256	5513	Python	12	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2021-02-04T10:50:14Z
17	superset	35297	6873	Python	683	Apache Superset is a Data Visualization and Data Exploration Platform	2021-02-17T02:26:11Z
18	faceswap	34182	10566	Python	9	Deepfakes Software For All	2021-02-17T00:24:59Z
19	XX-Net	30553	7836	Python	7688	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
20	interview_internal_reference	30278	8307	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
21	CppCoreGuidelines	29925	3997	Python	177	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-02-11T19:58:04Z
22	AiLearning	28905	9789	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
23	localstack	28637	2254	Python	256	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-02-16T20:15:59Z
24	pandas	28531	11874	Python	3608	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-02-17T02:44:26Z
25	certbot	27686	3054	Python	578	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.	2021-02-15T22:37:55Z
26	python-patterns	27340	5663	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
27	sentry	27318	3073	Python	293	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-02-17T02:26:15Z
28	wtfpython	25619	2164	Python	47	What the f*ck Python? 😱	2021-02-14T05:26:35Z
29	cheat.sh	23464	1186	Python	85	the only cheat sheet you need	2021-02-16T20:35:11Z
30	YouCompleteMe	22502	2609	Python	35	A code-completion engine for Vim	2021-02-16T05:12:33Z
31	linux-insides	22353	2538	Python	43	A little bit about a linux kernel	2021-02-15T06:44:17Z
32	PayloadsAllTheThings	22118	6466	Python	9	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-02-10T15:36:19Z
33	HanLP	22083	5934	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	2021-02-13T08:03:55Z
34	rich	21997	637	Python	14	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-02-16T19:46:48Z
35	interactive-coding-challenges	21889	3479	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
36	compose	21854	3639	Python	477	Define and run multi-container applications with Docker	2021-02-16T19:16:50Z
37	pipenv	21550	1596	Python	492	Python Development Workflow for Humans.	2021-02-07T07:10:39Z
38	ItChat	21208	4972	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
39	airflow	20472	7991	Python	998	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-02-17T01:44:49Z
40	django-rest-framework	20264	5549	Python	359	Web APIs for Django. 🎸	2021-02-16T23:40:27Z
41	data-science-ipython-notebooks	20224	6426	Python	18	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.	2021-01-28T06:33:42Z
42	d2l-zh	19950	5137	Python	1	《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。	2021-02-17T02:52:53Z
43	pytorch-tutorial	19691	6249	Python	75	PyTorch Tutorial for Deep Learning Researchers	2020-12-21T07:28:47Z
44	spaCy	19572	3297	Python	108	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-02-16T18:10:11Z
45	black	19571	1263	Python	415	The uncompromising Python code formatter	2021-02-16T21:10:23Z
46	Mask_RCNN	19422	9290	Python	1625	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
47	sqlmap	19379	4188	Python	44	Automatic SQL injection and database takeover tool	2021-02-16T13:27:10Z
48	ML-From-Scratch	19369	3729	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
49	algorithms	18732	3836	Python	148	Minimal examples of data structures and algorithms in Python	2021-02-09T04:53:57Z
50	python-fire	18658	1124	Python	94	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-02-16T14:10:40Z
51	python-cheatsheet	18422	3621	Python	23	Comprehensive Python Cheatsheet	2021-02-12T18:25:41Z
52	redash	18210	3131	Python	590	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-02-15T21:45:43Z
53	algo	17877	5789	Python	130	数据结构和算法必知必会的50个代码实现	2021-02-12T18:32:58Z
54	glances	17854	1170	Python	193	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2021-02-07T15:16:31Z
55	NLP-progress	17805	3053	Python	26	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.	2021-02-12T13:33:11Z
56	macOS-Security-and-Privacy-Guide	17726	1245	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
57	hosts	17236	1538	Python	32	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-02-16T22:50:59Z
58	celery	16706	3948	Python	502	Distributed Task Queue (development branch)	2021-02-14T15:41:03Z
59	numpy	16287	5261	Python	2261	The fundamental package for scientific computing with Python.	2021-02-16T23:29:23Z
60	magenta	16283	3334	Python	298	Magenta: Music and Art Generation with Machine Intelligence	2021-02-10T06:39:25Z
61	spleeter	15591	1600	Python	85	Deezer source separation library including pretrained models.	2021-02-17T00:41:46Z
62	TensorFlow-Course	15456	3127	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
63	locust	15353	2045	Python	47	Scalable user load testing tool written in Python	2021-02-16T16:27:54Z
64	jumpserver	15229	4090	Python	163	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。	2021-02-08T10:38:13Z
65	CheatSheetSeries	15213	2217	Python	34	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-02-15T12:44:18Z
66	professional-programming	14907	1335	Python	0	A collection of full-stack resources for programmers.	2021-02-15T12:52:13Z
67	bitcoinbook	14887	4220	Python	105	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-02-16T15:41:15Z
68	pyspider	14871	3569	Python	278	A Powerful Spider(Web Crawler) System in Python.	2020-10-22T04:00:13Z
69	ray	14852	2397	Python	1304	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.	2021-02-17T02:55:02Z
70	ipython	14667	4137	Python	1471	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-02-12T15:00:44Z
71	sanic	14561	1310	Python	49	Async Python 3.6+ web server/framework | Build fast. Run fast.	2021-02-16T08:09:17Z
72	Paddle	14295	3555	Python	2347	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）	2021-02-16T12:52:02Z
73	pytorch-CycleGAN-and-pix2pix	14275	4275	Python	324	Image-to-Image Translation in PyTorch	2021-02-16T21:11:10Z
74	luigi	14206	2219	Python	69	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.	2021-02-12T20:49:07Z
75	PySnooper	14197	880	Python	17	Never use print for debugging again	2020-12-28T18:13:10Z
76	gpt-2	14121	3588	Python	124	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
77	dash	13945	1426	Python	412	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-02-15T19:52:46Z
78	wechat_jump_game	13901	4546	Python	33	微信《跳一跳》Python 辅助	2020-11-13T17:32:05Z
79	wttr.in	13811	688	Python	149	⛅ The right way to check the weather	2021-02-10T23:22:02Z
80	python-telegram-bot	13790	2878	Python	30	We have made you a wrapper you can't refuse	2021-02-13T21:34:45Z
81	mmdetection	13628	4699	Python	340	OpenMMLab Detection Toolbox and Benchmark	2021-02-16T11:11:26Z
82	zipline	13368	3850	Python	334	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z
83	labelImg	13367	4352	Python	279	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-02-06T10:34:58Z
84	matplotlib	13139	5656	Python	1689	matplotlib: plotting with Python	2021-02-17T02:42:32Z
85	zulip	13096	4317	Python	1967	Zulip server and webapp - powerful open source team chat	2021-02-17T02:23:50Z
86	awesome-python-login-model	12889	2854	Python	54	😮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
87	fabric	12723	1817	Python	430	Simple, Pythonic remote execution and deployment.	2021-01-19T01:11:57Z
88	kivy	12698	2635	Python	838	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2021-02-16T08:50:28Z
89	wxpy	12606	2219	Python	302	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
90	python-spider	12488	4902	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
91	prophet	12254	3501	Python	96	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2021-02-01T18:01:17Z
92	autojump	12252	578	Python	179	A cd command that learns - easily navigate directories from the command line	2021-02-05T18:39:40Z
93	neural-networks-and-deep-learning	12195	5631	Python	5	Code samples for my book "Neural Networks and Deep Learning"	2021-02-09T04:29:33Z
94	faker	12110	1377	Python	137	Faker is a Python package that generates fake data for you.	2021-02-17T00:42:49Z
95	jupyter	11790	3061	Python	179	Jupyter metapackage for installation, docs and chat	2021-01-28T12:00:00Z
96	magic-wormhole	11784	434	Python	126	get things from one computer to another, safely	2021-01-26T18:27:41Z
97	proxy_pool	11749	3318	Python	237	Python爬虫代理IP池(proxy pool)	2021-02-08T10:57:05Z
98	gensim	11718	3914	Python	349	Topic Modelling for Humans	2021-02-13T00:31:17Z
99	Zappa	11669	1237	Python	698	Serverless Python	2021-02-09T12:27:42Z
100	mkdocs	11590	1674	Python	144	Project documentation with Markdown.	2021-02-16T20:16:23Z