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	101294	28815	Python	33	All Algorithms implemented in Python	2021-03-22T20:58:22Z
2	Python-100-Days	100868	40472	Python	545	Python - 100天从新手到大师	2021-03-21T08:14:59Z
3	awesome-python	95093	18587	Python	142	A curated list of awesome Python frameworks, libraries, software and resources	2021-03-18T08:24:16Z
4	youtube-dl	91809	4416	Python	3984	Command-line program to download videos from YouTube.com and other video sites	2021-03-22T16:05:33Z
5	models	69184	43770	Python	1115	Models and examples built with TensorFlow	2021-03-23T01:45:04Z
6	django	56364	24124	Python	172	The Web framework for perfectionists with deadlines.	2021-03-23T02:41:53Z
7	flask	54255	14174	Python	23	The Python micro framework for building web applications.	2021-03-22T17:50:38Z
8	keras	50901	18724	Python	3238	Deep Learning for humans	2021-03-23T02:39:15Z
9	httpie	50227	3272	Python	141	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	2021-02-27T16:54:56Z
10	ansible	47297	20381	Python	1867	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.	2021-03-23T01:33:34Z
11	scikit-learn	44940	21223	Python	2363	scikit-learn: machine learning in Python	2021-03-22T23:22:23Z
12	requests	44840	8194	Python	318	A simple, yet elegant HTTP library.	2021-03-19T22:09:29Z
13	transformers	42728	10315	Python	586	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-23T02:30:06Z
14	big-list-of-naughty-strings	40075	1844	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
15	face_recognition	39065	10977	Python	589	The world's simplest facial recognition api for Python and the command line	2021-03-20T02:37:00Z
16	HelloGitHub	38974	5774	Python	25	:octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年）	2021-03-22T15:36:02Z
17	cpython	36820	18159	Python	1500	The Python programming language	2021-03-23T00:40:31Z
18	superset	36056	7051	Python	868	Apache Superset is a Data Visualization and Data Exploration Platform	2021-03-23T01:01:44Z
19	faceswap	34681	10693	Python	9	Deepfakes Software For All	2021-03-23T00:18:20Z
20	shadowsocks	32973	19612	Python	447	None	2021-02-28T20:39:55Z
21	manim	32041	4054	Python	321	Animation engine for explanatory math videos	2021-03-19T17:55:10Z
22	interview_internal_reference	30775	8437	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
23	XX-Net	30597	7834	Python	7692	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
24	CppCoreGuidelines	30237	4054	Python	180	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-03-18T17:19:53Z
25	Deep-Learning-Papers-Reading-Roadmap	29520	6483	Python	83	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
26	localstack	29235	2301	Python	269	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2021-03-23T00:59:28Z
27	AiLearning	29220	9897	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	28905	12090	Python	3731	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-03-23T02:01:31Z
29	python-patterns	27905	5777	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
30	certbot	27831	3067	Python	572	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.	2021-03-23T00:25:24Z
31	sentry	27614	3098	Python	299	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-03-23T02:32:27Z
32	bert	27362	7747	Python	779	TensorFlow code and pre-trained models for BERT	2021-02-25T12:31:57Z
33	wtfpython	26314	2205	Python	52	What the f*ck Python? 😱	2021-03-20T09:52:36Z
34	jieba	25764	6148	Python	601	结巴中文分词	2020-12-05T18:32:32Z
35	rich	24200	721	Python	9	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-03-22T20:32:29Z
36	cheat.sh	23825	1207	Python	83	the only cheat sheet you need	2021-03-18T14:27:51Z
37	gym	23754	6785	Python	279	A toolkit for developing and comparing reinforcement learning algorithms.	2021-03-17T14:29:14Z
38	sherlock	23496	2350	Python	111	🔎 Hunt down social media accounts by username across social networks	2021-03-22T13:50:09Z
39	PayloadsAllTheThings	22876	6739	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2021-03-18T20:18:28Z
40	YouCompleteMe	22665	2627	Python	35	A code-completion engine for Vim	2021-03-22T12:12:51Z
41	linux-insides	22507	2567	Python	42	A little bit about a linux kernel	2021-03-20T16:32:02Z
42	HanLP	22329	5979	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	2021-03-19T21:10:02Z
43	compose	22151	3700	Python	505	Define and run multi-container applications with Docker	2021-03-22T19:02:53Z
44	interactive-coding-challenges	22119	3531	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
45	pipenv	21663	1604	Python	507	Python Development Workflow for Humans.	2021-03-19T14:51:01Z
46	d2l-zh	21604	5387	Python	8	《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。	2021-03-22T14:32:00Z
47	ItChat	21308	4994	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
48	airflow	20847	8200	Python	976	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-03-23T02:47:00Z
49	python-cheatsheet	20650	3930	Python	22	Comprehensive Python Cheatsheet	2021-03-18T19:41:15Z
50	django-rest-framework	20525	5610	Python	217	Web APIs for Django. 🎸	2021-03-22T16:20:29Z
51	data-science-ipython-notebooks	20398	6472	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
52	black	20002	1288	Python	439	The uncompromising Python code formatter	2021-03-21T20:05:28Z
53	pytorch-tutorial	19992	6326	Python	77	PyTorch Tutorial for Deep Learning Researchers	2021-03-10T08:49:34Z
54	spaCy	19940	3350	Python	115	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-23T02:52:01Z
55	sqlmap	19639	4221	Python	44	Automatic SQL injection and database takeover tool	2021-03-22T11:00:36Z
56	Mask_RCNN	19638	9434	Python	1647	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
57	ML-From-Scratch	19625	3783	Python	37	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
58	algorithms	18898	3891	Python	161	Minimal examples of data structures and algorithms in Python	2021-03-22T18:10:06Z
59	python-fire	18837	1137	Python	97	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-03-19T00:57:24Z
60	redash	18447	3171	Python	596	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2021-03-22T22:49:36Z
61	algo	18246	5901	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
62	glances	18049	1180	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
63	NLP-progress	18033	3079	Python	28	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.	2021-03-05T22:49:35Z
64	macOS-Security-and-Privacy-Guide	17820	1263	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
65	hosts	17473	1557	Python	40	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-03-22T02:56:24Z
66	celery	16939	3963	Python	495	Distributed Task Queue (development branch)	2021-03-22T08:59:20Z
67	numpy	16606	5351	Python	2258	The fundamental package for scientific computing with Python.	2021-03-23T00:32:11Z
68	magenta	16430	3384	Python	300	Magenta: Music and Art Generation with Machine Intelligence	2021-03-10T17:35:49Z
69	spleeter	15858	1636	Python	82	Deezer source separation library including pretrained models.	2021-03-12T16:47:11Z
70	CheatSheetSeries	15732	2286	Python	28	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-03-22T22:17:12Z
71	bitcoinbook	15719	4327	Python	43	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2021-03-21T20:00:16Z
72	locust	15646	2080	Python	54	Scalable user load testing tool written in Python	2021-03-16T16:27:22Z
73	detectron2	15526	3974	Python	92	Detectron2 is FAIR's next-generation platform for object detection and segmentation.	2021-03-23T01:13:56Z
74	TensorFlow-Course	15516	3129	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
75	jumpserver	15464	4121	Python	140	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。	2021-03-22T10:00:49Z
76	professional-programming	15383	1376	Python	0	A collection of full-stack resources for programmers.	2021-03-22T08:50:06Z
77	ray	15281	2479	Python	1425	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.	2021-03-23T02:55:09Z
78	toml	15036	732	Python	37	Tom's Obvious, Minimal Language	2021-02-24T18:14:38Z
79	pyspider	14922	3572	Python	280	A Powerful Spider(Web Crawler) System in Python.	2021-03-09T08:53:54Z
80	Awesome-Linux-Software	14735	1549	Python	22	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-15T22:42:36Z
81	ipython	14720	4146	Python	1485	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-22T15:14:33Z
82	sanic	14700	1319	Python	34	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-23T00:47:19Z
83	Paddle	14627	3631	Python	2561	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）	2021-03-23T02:56:01Z
84	pytorch-CycleGAN-and-pix2pix	14535	4363	Python	340	Image-to-Image Translation in PyTorch	2021-03-17T02:07:30Z
85	gpt-2	14383	3650	Python	127	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
86	poetry	14351	1147	Python	1064	Python dependency management and packaging made easy.	2021-03-22T22:37:31Z
87	luigi	14341	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.	2021-03-23T01:08:08Z
88	PySnooper	14265	887	Python	18	Never use print for debugging again	2021-02-27T09:15:00Z
89	dash	14180	1444	Python	414	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-03-11T04:49:18Z
90	python-telegram-bot	14159	2968	Python	28	We have made you a wrapper you can't refuse	2021-03-22T09:52:28Z
91	cookiecutter	14091	1426	Python	207	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.	2021-03-11T19:07:51Z
92	mmdetection	14059	4857	Python	343	OpenMMLab Detection Toolbox and Benchmark	2021-03-22T12:01:58Z
93	wttr.in	14043	693	Python	147	⛅ The right way to check the weather	2021-03-15T14:03:18Z
94	wechat_jump_game	13890	4539	Python	33	微信《跳一跳》Python 辅助	2021-03-18T20:24:22Z
95	streamlit	13887	1177	Python	619	Streamlit — The fastest way to build data apps in Python	2021-03-23T01:47:42Z
96	labelImg	13686	4429	Python	284	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-03-22T06:27:52Z
97	zipline	13590	3929	Python	339	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z
98	matplotlib	13327	5719	Python	1712	matplotlib: plotting with Python	2021-03-23T01:57:02Z
99	zulip	13237	4396	Python	2062	Zulip server and webapp - powerful open source team chat	2021-03-23T02:56:02Z
100	avatarify-python	13049	1857	Python	120	Avatars for Zoom, Skype and other video-conferencing apps.	2021-03-08T13:37:38Z