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	100837	28682	Python	51	All Algorithms implemented in Python	2021-03-06T15:24:57Z
2	Python-100-Days	100409	40300	Python	543	Python - 100天从新手到大师	2021-03-07T16:25:29Z
3	awesome-python	94738	18536	Python	137	A curated list of awesome Python frameworks, libraries, software and resources	2021-03-07T18:41:23Z
4	youtube-dl	91259	4319	Python	3955	Command-line program to download videos from YouTube.com and other video sites	2021-03-09T20:41:37Z
5	models	68995	43691	Python	1108	Models and examples built with TensorFlow	2021-03-09T23:51:52Z
6	flask	54154	14151	Python	21	The Python micro framework for building web applications.	2021-03-09T15:55:06Z
7	keras	50837	18728	Python	3223	Deep Learning for humans	2021-03-10T02:07:56Z
8	ansible	47158	20341	Python	1866	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.	2021-03-09T21:34:10Z
9	scikit-learn	44809	21171	Python	2358	scikit-learn: machine learning in Python	2021-03-09T19:53:13Z
10	transformers	42035	10164	Python	540	🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.	2021-03-10T01:31:44Z
11	big-list-of-naughty-strings	39964	1825	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
12	cpython	36592	18025	Python	1473	The Python programming language	2021-03-10T01:13:07Z
13	superset	35838	6998	Python	787	Apache Superset is a Data Visualization and Data Exploration Platform	2021-03-10T02:38:13Z
14	faceswap	34504	10658	Python	9	Deepfakes Software For All	2021-03-08T13:55:13Z
15	shadowsocks	32958	19621	Python	447	None	2021-02-28T20:39:55Z
16	manim	31297	3988	Python	318	Animation engine for explanatory math videos	2021-03-08T13:56:01Z
17	XX-Net	30583	7833	Python	7690	A proxy tool to bypass GFW.	2021-01-20T11:06:31Z
18	interview_internal_reference	30548	8393	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
19	CppCoreGuidelines	30114	4038	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
20	Deep-Learning-Papers-Reading-Roadmap	29454	6469	Python	83	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2021-02-01T15:08:16Z
21	AiLearning	29100	9859	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
22	pandas	28766	12029	Python	3688	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2021-03-10T02:52:58Z
23	python-patterns	27798	5764	Python	10	A collection of design patterns/idioms in Python	2021-01-25T22:10:37Z
24	certbot	27787	3061	Python	577	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.	2021-03-10T00:53:45Z
25	bert	27216	7695	Python	777	TensorFlow code and pre-trained models for BERT	2021-02-25T12:31:57Z
26	jieba	25675	6138	Python	599	结巴中文分词	2020-12-05T18:32:32Z
27	rich	23946	710	Python	7	Rich is a Python library for rich text and beautiful formatting in the terminal.	2021-03-08T21:17:20Z
28	gym	23633	6745	Python	265	A toolkit for developing and comparing reinforcement learning algorithms.	2021-03-10T01:42:56Z
29	YouCompleteMe	22605	2618	Python	33	A code-completion engine for Vim	2021-02-23T10:48:56Z
30	linux-insides	22455	2554	Python	42	A little bit about a linux kernel	2021-02-27T07:28:31Z
31	HanLP	22232	5961	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	2021-03-08T00:25:12Z
32	sherlock	22061	2223	Python	93	🔎 Hunt down social media accounts by username across social networks	2021-03-08T15:02:11Z
33	interactive-coding-challenges	22042	3514	Python	58	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2020-12-11T15:29:16Z
34	compose	22029	3680	Python	490	Define and run multi-container applications with Docker	2021-03-09T18:23:43Z
35	pipenv	21617	1604	Python	509	Python Development Workflow for Humans.	2021-03-08T16:00:32Z
36	ItChat	21271	4988	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
37	python-cheatsheet	20517	3892	Python	23	Comprehensive Python Cheatsheet	2021-03-05T12:22:24Z
38	django-rest-framework	20416	5586	Python	263	Web APIs for Django. 🎸	2021-03-09T12:06:13Z
39	data-science-ipython-notebooks	20327	6455	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
40	d2l-zh	20302	5205	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。	2021-03-09T07:03:42Z
41	pytorch-tutorial	19890	6298	Python	75	PyTorch Tutorial for Deep Learning Researchers	2020-12-21T07:28:47Z
42	black	19855	1280	Python	423	The uncompromising Python code formatter	2021-03-08T00:13:25Z
43	spaCy	19804	3328	Python	105	💫 Industrial-strength Natural Language Processing (NLP) in Python	2021-03-10T01:22:26Z
44	ML-From-Scratch	19584	3766	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
45	Mask_RCNN	19559	9387	Python	1641	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-12-18T20:32:59Z
46	sqlmap	19517	4202	Python	43	Automatic SQL injection and database takeover tool	2021-03-08T14:40:10Z
47	algorithms	18848	3876	Python	160	Minimal examples of data structures and algorithms in Python	2021-03-09T16:42:35Z
48	python-fire	18769	1134	Python	96	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2021-03-05T04:41:37Z
49	algo	18096	5858	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
50	glances	17963	1175	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
51	NLP-progress	17949	3071	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
52	macOS-Security-and-Privacy-Guide	17784	1254	Python	7	Guide to securing and improving privacy on macOS	2020-11-11T19:58:48Z
53	hosts	17382	1553	Python	38	Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.	2021-03-09T19:38:02Z
54	celery	16843	3958	Python	491	Distributed Task Queue (development branch)	2021-03-09T17:53:59Z
55	numpy	16487	5326	Python	2264	The fundamental package for scientific computing with Python.	2021-03-10T00:45:15Z
56	magenta	16379	3369	Python	300	Magenta: Music and Art Generation with Machine Intelligence	2021-03-10T02:35:00Z
57	spleeter	15768	1617	Python	81	Deezer source separation library including pretrained models.	2021-03-05T13:36:33Z
58	locust	15545	2066	Python	55	Scalable user load testing tool written in Python	2021-03-07T16:59:17Z
59	CheatSheetSeries	15527	2253	Python	35	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2021-03-10T00:48:21Z
60	TensorFlow-Course	15496	3127	Python	2	📡 Simple and ready-to-use tutorials for TensorFlow	2020-12-21T21:15:27Z
61	jumpserver	15367	4112	Python	120	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。	2021-03-10T02:49:15Z
62	detectron2	15318	3915	Python	89	Detectron2 is FAIR's next-generation platform for object detection and segmentation.	2021-03-10T02:26:20Z
63	ray	15134	2439	Python	1361	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.	2021-03-10T02:58:43Z
64	toml	14981	732	Python	37	Tom's Obvious, Minimal Language	2021-02-24T18:14:38Z
65	professional-programming	14954	1334	Python	0	A collection of full-stack resources for programmers.	2021-03-09T10:58:06Z
66	pyspider	14902	3573	Python	280	A Powerful Spider(Web Crawler) System in Python.	2021-03-09T08:53:54Z
67	Awesome-Linux-Software	14703	1544	Python	23	A list of awesome applications, software, tools and other materials for Linux distros.	2021-03-03T15:18:42Z
68	ipython	14699	4141	Python	1484	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2021-03-09T14:07:51Z
69	sanic	14658	1317	Python	40	Async Python 3.7+ web server/framework | Build fast. Run fast.	2021-03-09T09:23:29Z
70	pytorch-CycleGAN-and-pix2pix	14441	4334	Python	332	Image-to-Image Translation in PyTorch	2021-03-02T16:50:18Z
71	gpt-2	14325	3629	Python	128	Code for the paper "Language Models are Unsupervised Multitask Learners"	2021-01-24T05:14:38Z
72	luigi	14293	2233	Python	71	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.	2021-03-09T22:04:50Z
73	PySnooper	14241	886	Python	17	Never use print for debugging again	2021-02-27T09:15:00Z
74	poetry	14173	1128	Python	1061	Python dependency management and packaging made easy.	2021-03-09T21:21:59Z
75	dash	14082	1438	Python	411	Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.	2021-03-09T23:02:06Z
76	python-telegram-bot	14005	2931	Python	34	We have made you a wrapper you can't refuse	2021-03-09T21:52:29Z
77	cookiecutter	13999	1422	Python	206	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.	2021-02-23T06:14:29Z
78	wechat_jump_game	13892	4540	Python	33	微信《跳一跳》Python 辅助	2020-11-13T17:32:05Z
79	mmdetection	13871	4799	Python	350	OpenMMLab Detection Toolbox and Benchmark	2021-03-10T02:27:51Z
80	streamlit	13720	1158	Python	594	Streamlit — The fastest way to build data apps in Python	2021-03-10T02:57:12Z
81	labelImg	13572	4402	Python	288	🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images	2021-03-09T07:06:14Z
82	zipline	13501	3903	Python	337	Zipline, a Pythonic Algorithmic Trading Library	2021-02-14T16:26:07Z
83	matplotlib	13262	5699	Python	1696	matplotlib: plotting with Python	2021-03-10T01:27:12Z
84	zulip	13179	4351	Python	2023	Zulip server and webapp - powerful open source team chat	2021-03-10T02:30:31Z
85	kivy	12775	2650	Python	845	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2021-03-08T20:53:58Z
86	fabric	12760	1821	Python	427	Simple, Pythonic remote execution and deployment.	2021-02-23T00:27:27Z
87	avatarify-python	12716	1805	Python	116	Avatars for Zoom, Skype and other video-conferencing apps.	2021-03-08T13:37:38Z
88	python-spider	12634	4945	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
89	wxpy	12630	2225	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	game-programmer	12415	1561	Python	22	A Study Path for Game Programmer	2021-02-24T17:33:46Z
91	prophet	12355	3541	Python	99	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2021-03-09T14:08:52Z
92	autojump	12330	581	Python	180	A cd command that learns - easily navigate directories from the command line	2021-02-05T18:39:40Z
93	neural-networks-and-deep-learning	12278	5658	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2021-02-24T07:23:46Z
94	jupyter	11888	3089	Python	179	Jupyter metapackage for installation, docs and chat	2021-02-28T00:41:48Z
95	magic-wormhole	11847	434	Python	127	get things from one computer to another, safely	2021-03-10T02:40:09Z
96	jax	11791	1037	Python	767	Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more	2021-03-10T02:59:06Z
97	gensim	11788	3924	Python	355	Topic Modelling for Humans	2021-03-09T18:17:39Z
98	Zappa	11724	1246	Python	699	Serverless Python	2021-02-20T16:10:35Z
99	requests-html	11641	788	Python	141	Pythonic HTML Parsing for Humans™	2021-02-02T22:43:27Z
100	facenet	11586	4561	Python	514	Face recognition using Tensorflow	2021-02-02T22:30:22Z