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	75007	12109	Python	117	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-10-18T07:33:43Z
2	awesome-python	74241	14596	Python	526	A curated list of awesome Python frameworks, libraries, software and resources	2019-10-17T14:52:25Z
3	youtube-dl	56722	9860	Python	3081	Command-line program to download videos from YouTube.com and other video sites	2019-10-17T21:05:57Z
4	thefuck	48817	2407	Python	195	Magnificent app which corrects your previous console command.	2019-10-17T09:56:16Z
5	keras	44805	17044	Python	2610	Deep Learning for humans	2019-10-18T09:32:19Z
6	django	44704	19273	Python	232	The Web framework for perfectionists with deadlines.	2019-10-18T10:59:47Z
7	httpie	43497	2851	Python	149	As easy as HTTPie /aitch-tee-tee-pie/ 🥧 Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://twitter.com/clihttp	2019-10-15T18:54:24Z
8	requests	40553	7358	Python	267	A simple, yet elegant HTTP library.	2019-10-17T20:38:58Z
9	ansible	39823	17094	Python	6239	Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/	2019-10-18T10:45:46Z
10	scikit-learn	37541	18471	Python	1983	scikit-learn: machine learning in Python	2019-10-18T10:15:02Z
11	big-list-of-naughty-strings	33357	1432	Python	75	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.	2019-09-17T10:44:45Z
12	shadowsocks	31673	19369	Python	449	None	2019-08-27T10:19:00Z
13	face_recognition	28969	7894	Python	385	The world's simplest facial recognition api for Python and the command line	2019-10-17T11:16:24Z
14	XX-Net	28948	7762	Python	7378	a web proxy tool	2019-09-19T15:57:39Z
15	you-get	27493	5485	Python	321	⏬ Dumb downloader that scrapes the web	2019-10-16T18:42:47Z
16	home-assistant	27446	8093	Python	998	🏡 Open source home automation that puts local control and privacy first	2019-10-18T10:59:05Z
17	Algorithm_Interview_Notes-Chinese	27323	8457	Python	27	2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记	2019-07-23T14:45:28Z
18	cpython	27202	12002	Python	964	The Python programming language	2019-10-18T09:18:31Z
19	100-Days-Of-ML-Code	26766	6556	Python	48	100 Days of ML Coding	2019-10-08T13:36:48Z
20	faceswap	26729	8640	Python	14	Deepfakes Software For All	2019-10-18T10:39:05Z
21	certbot	25788	2702	Python	591	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.	2019-10-17T23:28:04Z
22	CppCoreGuidelines	24732	3258	Python	147	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-10-16T20:29:35Z
23	Deep-Learning-Papers-Reading-Roadmap	24277	5546	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-10-13T06:28:29Z
24	tldr	23826	1805	Python	121	📚 Simplified and community-driven man pages	2019-10-18T10:58:12Z
25	sentry	22399	2567	Python	952	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-10-18T10:40:41Z
26	python-patterns	22380	4786	Python	11	A collection of design patterns/idioms in Python	2019-10-17T19:27:33Z
27	Detectron	22157	4860	Python	281	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-10-16T16:55:28Z
28	pandas	21867	8693	Python	3329	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-10-18T09:43:00Z
29	interview_internal_reference	21190	5732	Python	10	2019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。	2019-10-18T04:07:18Z
30	jieba	20460	5238	Python	497	结巴中文分词	2019-09-26T15:08:59Z
31	YouCompleteMe	19952	2272	Python	57	A code-completion engine for Vim	2019-10-17T20:31:18Z
32	localstack	19645	1417	Python	441	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-10-17T22:06:23Z
33	ItChat	18886	4377	Python	204	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。	2019-08-27T01:47:42Z
34	bert	18725	4965	Python	527	TensorFlow code and pre-trained models for BERT	2019-10-17T19:45:54Z
35	pipenv	18568	1402	Python	313	Python Development Workflow for Humans.	2019-10-18T02:55:34Z
36	gym	18456	5074	Python	105	A toolkit for developing and comparing reinforcement learning algorithms.	2019-10-14T02:31:10Z
37	tornado	18424	5060	Python	180	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-10-17T01:45:59Z
38	interactive-coding-challenges	18321	2760	Python	48	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-14T19:14:53Z
39	incubator-mxnet	17889	6365	Python	1513	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-10-18T10:36:50Z
40	compose	17615	2764	Python	345	Define and run multi-container applications with Docker	2019-10-18T10:52:56Z
41	cheat.sh	17585	846	Python	49	the only cheat sheet you need	2019-09-06T12:28:56Z
42	data-science-ipython-notebooks	17208	5299	Python	9	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.	2019-09-07T12:03:52Z
43	12306	17207	5394	Python	64	12306智能刷票，订票	2019-10-17T01:51:35Z
44	algorithms	16088	3130	Python	79	Minimal examples of data structures and algorithms in Python	2019-10-17T23:15:59Z
45	wtfpython	16055	1548	Python	24	A collection of surprising Python snippets and lesser-known features.	2019-10-09T13:18:41Z
46	HelloGitHub	16051	1796	Python	6	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-09-28T12:27:05Z
47	django-rest-framework	15603	4576	Python	233	Web APIs for Django. 🎸	2019-10-18T09:55:07Z
48	python-fire	15504	940	Python	60	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-10-11T17:09:49Z
49	odoo	15423	11073	Python	2511	Odoo. Open Source Apps To Grow Your Business.	2019-10-18T11:00:05Z
50	sqlmap	15391	3339	Python	48	Automatic SQL injection and database takeover tool	2019-10-17T13:16:27Z
51	transformers	15386	3542	Python	285	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-10-18T10:29:46Z
52	macOS-Security-and-Privacy-Guide	15233	1070	Python	3	Guide to securing and improving privacy on macOS	2019-10-16T18:26:55Z
53	reddit	15127	2779	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
54	spaCy	14859	2575	Python	130	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-10-18T09:34:24Z
55	algo	14796	1297	Python	56	Set up a personal VPN in the cloud	2019-10-15T05:02:22Z
56	ZeroNet	14738	1899	Python	613	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-10-16T17:13:58Z
57	Python	14412	7340	Python	111	My Python Examples	2019-10-18T10:20:17Z
58	Mask_RCNN	14395	6540	Python	1135	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-09-23T17:32:56Z
59	glances	14317	966	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-10-13T09:18:26Z
60	airflow	14296	5355	Python	307	Apache Airflow	2019-10-18T10:55:05Z
61	manim	14204	1654	Python	136	Animation engine for explanatory math videos	2019-10-16T18:04:32Z
62	magenta	14084	2822	Python	219	Magenta: Music and Art Generation with Machine Intelligence	2019-10-17T23:48:22Z
63	d2l-zh	14074	3559	Python	5	《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。	2019-10-18T05:49:54Z
64	redash	14025	2388	Python	471	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-10-18T07:40:52Z
65	wechat_jump_game	13926	4662	Python	26	微信《跳一跳》Python 辅助	2019-08-28T12:21:19Z
66	ipython	13819	3897	Python	1234	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-10-17T23:11:32Z
67	hosts	13747	1223	Python	57	Extending and consolidating hosts files from several well-curated sources like adaway.org, mvps.org, malwaredomainlist.com, someonewhocares.org, and potentially others. You can optionally invoke extensions to block additional sites by category.	2019-10-15T15:27:28Z
68	pyspider	13727	3364	Python	248	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
69	pytorch-tutorial	13703	4284	Python	56	PyTorch Tutorial for Deep Learning Researchers	2019-09-15T19:12:19Z
70	celery	13628	3470	Python	360	Distributed Task Queue (development branch)	2019-10-18T02:14:05Z
71	TensorFlow-Course	13554	2690	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-09-22T02:43:52Z
72	funNLP	13492	3997	Python	2	中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱：基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab：开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP：多领域开源中文预训练语言模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC：基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库。	2019-10-15T13:35:10Z
73	ML-From-Scratch	13373	2465	Python	14	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.	2019-10-06T20:03:36Z
74	black	12964	692	Python	239	The uncompromising Python code formatter	2019-10-15T18:56:29Z
75	sanic	12924	1211	Python	55	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-10-15T04:17:06Z
76	PySnooper	12746	791	Python	16	Never use print for debugging again	2019-09-20T14:10:51Z
77	bitcoinbook	12393	3610	Python	71	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-10-12T04:48:07Z
78	luigi	12340	2026	Python	63	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.	2019-10-17T17:54:15Z
79	NLP-progress	12339	2117	Python	22	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.	2019-10-15T19:47:07Z
80	fabric	11752	1775	Python	371	Simple, Pythonic remote execution and deployment.	2019-10-15T04:02:50Z
81	Awesome-Linux-Software	11626	1113	Python	11	A list of awesome applications, software, tools and other materials for Linux distros.	2019-10-14T11:07:27Z
82	locust	11116	1601	Python	187	Scalable user load testing tool written in Python	2019-10-18T10:43:04Z
83	material-theme	10994	789	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
84	wxpy	10894	1913	Python	278	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
85	powerline	10812	830	Python	163	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-10-17T21:17:36Z
86	zulip	10510	3263	Python	1354	Zulip server - powerful open source team chat	2019-10-18T07:06:42Z
87	pix2code	10497	1107	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
88	cookiecutter	10437	1158	Python	203	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-10-16T00:35:56Z
89	awesome-algorithm	10396	2158	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
90	salt	10333	4674	Python	3030	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-10-18T10:55:40Z
91	requests-html	10311	644	Python	82	Pythonic HTML Parsing for Humans™	2019-10-17T07:03:25Z
92	autojump	10273	512	Python	155	A cd command that learns - easily navigate directories from the command line	2019-10-01T18:52:10Z
93	algo	10225	3098	Python	55	数据结构和算法必知必会的50个代码实现	2019-10-11T02:47:36Z
94	matplotlib	10199	4537	Python	1474	matplotlib: plotting with Python	2019-10-18T09:16:51Z
95	kivy	10125	2241	Python	676	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-10-18T02:49:04Z
96	neural-networks-and-deep-learning	10114	4868	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
97	awesome-python-login-model	10048	2051	Python	55	😮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🌟	2019-10-15T06:32:21Z
98	dash	10034	1037	Python	209	Analytical Web Apps for Python & R. No JavaScript Required.	2019-10-18T02:50:53Z
99	PayloadsAllTheThings	10006	3129	Python	5	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-10-17T22:07:46Z
100	CheatSheetSeries	9994	1376	Python	51	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2019-10-17T15:20:17Z