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	123017	22392	Python	180	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2021-02-27T21:22:45Z
2	public-apis	112148	13876	Python	261	A collective list of free APIs for use in software and web development.	2021-03-06T19:18:52Z
3	Python	100655	28657	Python	51	All Algorithms implemented in Python	2021-03-06T15:24:57Z
4	Python-100-Days	100289	40262	Python	542	Python - 100天从新手到大师	2021-03-04T07:26:42Z
5	awesome-python	94650	18519	Python	136	A curated list of awesome Python frameworks, libraries, software and resources	2021-03-06T16:47:50Z
6	models	68948	43670	Python	1106	Models and examples built with TensorFlow	2021-03-06T21:58:32Z
7	thefuck	59188	2827	Python	252	Magnificent app which corrects your previous console command.	2021-03-03T18:04:17Z
8	django	56018	24017	Python	163	The Web framework for perfectionists with deadlines.	2021-03-07T00:34:50Z
9	flask	54116	14147	Python	26	The Python micro framework for building web applications.	2021-03-01T15:25:16Z
10	keras	50817	18725	Python	3217	Deep Learning for humans	2021-03-05T18:39:56Z
11	awesome-machine-learning	48674	12172	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2021-02-28T17:15:04Z
12	scikit-learn	44779	21158	Python	2358	scikit-learn: machine learning in Python	2021-03-07T02:41:20Z
13	requests	44720	8178	Python	314	A simple, yet elegant HTTP library.	2021-02-24T17:19:48Z
14	transformers	41863	10132	Python	533	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-07T02:53:17Z
15	scrapy	39978	9067	Python	791	Scrapy, a fast high-level web crawling & scraping framework for Python.	2021-03-06T11:53:22Z
16	HelloGitHub	37654	5579	Python	9	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2021-03-01T00:35:49Z
17	cpython	36532	17996	Python	1460	The Python programming language	2021-03-07T00:35:58Z
18	faceswap	34458	10642	Python	9	Deepfakes Software For All	2021-03-06T08:45:32Z
19	shadowsocks	32954	19623	Python	447	None	2021-02-28T20:39:55Z
20	manim	31205	3979	Python	317	Animation engine for explanatory math videos	2021-03-03T16:11:37Z
21	XX-Net	30582	7832	Python	7689	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
22	interview_internal_reference	30498	8382	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	CppCoreGuidelines	30073	4031	Python	178	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2021-02-24T11:06:22Z
24	Deep-Learning-Papers-Reading-Roadmap	29424	6463	Python	83	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
25	AiLearning	29067	9853	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
26	fastapi	28179	1915	Python	712	FastAPI framework, high performance, easy to learn, fast to code, ready for production	2021-03-05T19:03:46Z
27	certbot	27772	3055	Python	581	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.	2021-03-06T17:38:32Z
28	python-patterns	27764	5757	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
29	sentry	27475	3083	Python	298	Sentry is cross-platform application monitoring, with a focus on error reporting.	2021-03-06T03:38:24Z
30	bert	27164	7683	Python	777	TensorFlow code and pre-trained models for BERT	2021-02-25T12:31:57Z
31	wtfpython	26121	2194	Python	50	What the f*ck Python? 😱	2021-03-03T19:51:10Z
32	jieba	25648	6131	Python	599	结巴中文分词	2020-12-05T18:32:32Z
33	DeepFaceLab	24628	5551	Python	269	DeepFaceLab is the leading software for creating deepfakes.	2021-03-05T18:29:23Z
34	Detectron	24159	5298	Python	318	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-08-20T17:17:26Z
35	rich	23865	704	Python	8	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-03-06T18:03:39Z
36	gym	23606	6736	Python	265	A toolkit for developing and comparing reinforcement learning algorithms.	2021-02-28T14:52:40Z
37	Real-Time-Voice-Cloning	23283	4493	Python	11	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2021-02-23T14:11:03Z
38	YouCompleteMe	22594	2619	Python	33	A code-completion engine for Vim	2021-02-23T10:48:56Z
39	linux-insides	22436	2552	Python	42	A little bit about a linux kernel	2021-02-27T07:28:31Z
40	HanLP	22209	5957	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	2021-03-07T00:21:14Z
41	interactive-coding-challenges	22018	3507	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
42	compose	22008	3660	Python	485	Define and run multi-container applications with Docker	2021-03-06T17:49:11Z
43	mitmproxy	21677	2787	Python	228	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2021-03-06T20:56:12Z
44	pipenv	21606	1602	Python	508	Python Development Workflow for Humans.	2021-02-18T09:05:53Z
45	ItChat	21252	4982	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
46	sherlock	20893	2145	Python	85	🔎 Hunt down social media accounts by username across social networks	2021-02-26T14:57:11Z
47	airflow	20679	8114	Python	979	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2021-03-07T02:41:44Z
48	Python	20625	9651	Python	200	My Python Examples	2021-02-28T12:56:12Z
49	python-cheatsheet	20478	3875	Python	23	Comprehensive Python Cheatsheet	2021-03-05T12:22:24Z
50	django-rest-framework	20399	5583	Python	335	Web APIs for Django. 🎸	2021-03-06T23:26:09Z
51	data-science-ipython-notebooks	20313	6453	Python	19	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	algo	20256	1750	Python	87	Set up a personal VPN in the cloud	2021-02-17T23:51:34Z
53	d2l-zh	20226	5186	Python	5	《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。	2021-03-05T19:46:50Z
54	pytorch-tutorial	19858	6288	Python	75	PyTorch Tutorial for Deep Learning Researchers	2020-12-21T07:28:47Z
55	black	19817	1274	Python	420	The uncompromising Python code formatter	2021-03-06T20:02:25Z
56	spaCy	19776	3326	Python	112	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-07T00:21:29Z
57	ML-From-Scratch	19555	3762	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	Mask_RCNN	19544	9371	Python	1637	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
59	sqlmap	19491	4196	Python	49	Automatic SQL injection and database takeover tool	2021-03-04T07:26:28Z
60	algorithms	18830	3872	Python	155	Minimal examples of data structures and algorithms in Python	2021-03-06T23:40:28Z
61	algo	18063	5850	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	17950	1174	Python	193	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2021-03-05T13:04:27Z
63	NLP-progress	17929	3066	Python	27	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	17777	1251	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
65	tqdm	17645	911	Python	272	A Fast, Extensible Progress Bar for Python and CLI	2021-03-07T02:42:41Z
66	hosts	17359	1550	Python	35	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-03-06T22:51:45Z
67	celery	16822	3956	Python	483	Distributed Task Queue (development branch)	2021-03-05T10:17:03Z
68	Depix	15759	1943	Python	10	Recovers passwords from pixelized screenshots	2021-02-17T09:35:09Z
69	spleeter	15742	1616	Python	82	Deezer source separation library including pretrained models.	2021-03-05T13:36:33Z
70	reddit	15676	2868	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
71	examples	15586	7295	Python	303	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2021-02-23T09:06:50Z
72	TensorFlow-Course	15487	3125	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
73	jumpserver	15354	4111	Python	128	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。	2021-03-06T09:13:24Z
74	cascadia-code	15353	464	Python	39	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
75	detectron2	15257	3900	Python	86	Detectron2 is FAIR's next-generation platform for object detection and segmentation.	2021-03-06T16:18:49Z
76	ray	15089	2430	Python	1340	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.	2021-03-07T02:28:20Z
77	toml	14962	731	Python	37	Tom's Obvious, Minimal Language	2021-02-24T18:14:38Z
78	professional-programming	14948	1333	Python	0	A collection of full-stack resources for programmers.	2021-03-01T18:49:52Z
79	pyspider	14902	3571	Python	279	A Powerful Spider(Web Crawler) System in Python.	2020-10-22T04:00:13Z
80	bokeh	14796	3665	Python	640	Interactive Data Visualization in the browser, from Python	2021-03-06T22:54:47Z
81	ipython	14693	4139	Python	1479	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-06T08:48:06Z
82	Awesome-Linux-Software	14691	1540	Python	23	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-03T15:18:42Z
83	sanic	14651	1317	Python	40	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-06T19:48:31Z
84	nginx-proxy	14479	2587	Python	687	Automated nginx proxy for Docker containers using docker-gen	2021-02-25T20:00:09Z
85	Paddle	14471	3593	Python	2432	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）	2021-03-06T15:47:20Z
86	gpt-2	14291	3622	Python	127	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
87	luigi	14280	2231	Python	70	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.	2021-03-06T02:13:55Z
88	PySnooper	14235	886	Python	17	Never use print for debugging again	2021-02-27T09:15:00Z
89	poetry	14123	1123	Python	1061	Python dependency management and packaging made easy.	2021-03-06T16:33:07Z
90	dash	14061	1437	Python	408	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-03-06T14:58:20Z
91	cookiecutter	13983	1419	Python	205	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.	2021-02-23T06:14:29Z
92	python-telegram-bot	13968	2930	Python	32	We have made you a wrapper you can't refuse	2021-03-06T18:21:17Z
93	wttr.in	13929	692	Python	147	⛅ The right way to check the weather	2021-03-02T19:16:02Z
94	mmdetection	13821	4784	Python	344	OpenMMLab Detection Toolbox and Benchmark	2021-03-06T04:42:59Z
95	streamlit	13671	1157	Python	607	Streamlit — The fastest way to build data apps in Python	2021-03-06T23:28:54Z
96	labelImg	13542	4397	Python	283	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-03-02T03:50:09Z
97	zipline	13481	3896	Python	337	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z
98	zulip	13163	4344	Python	2010	Zulip server and webapp - powerful open source team chat	2021-03-06T22:27:43Z
99	awesome-python-login-model	12960	2862	Python	53	😮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
100	kivy	12762	2649	Python	842	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2021-03-05T20:29:22Z