Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	awesome-python	70769	13843	Python	477	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-05T15:03:56Z
2	system-design-primer	70351	11030	Python	103	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-05T00:30:54Z
3	public-apis	59728	6368	Python	61	A collective list of free APIs for use in software and web development.	2019-08-02T17:37:29Z
4	models	56181	35137	Python	1791	Models and examples built with TensorFlow	2019-08-06T06:36:20Z
5	youtube-dl	53853	9344	Python	2908	Command-line program to download videos from YouTube.com and other video sites	2019-08-06T09:57:14Z
6	flask	45735	12776	Python	18	The Python micro framework for building web applications.	2019-08-01T20:36:09Z
7	thefuck	45305	2241	Python	170	Magnificent app which corrects your previous console command.	2019-08-05T06:58:15Z
8	keras	43242	16468	Python	2499	Deep Learning for humans	2019-08-05T17:53:03Z
9	django	43200	18584	Python	224	The Web framework for perfectionists with deadlines.	2019-08-06T05:46:19Z
10	httpie	42554	2803	Python	162	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	2019-08-01T13:39:49Z
11	awesome-machine-learning	41152	10361	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-25T19:05:54Z
12	requests	39665	7216	Python	248	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-06T08:18:07Z
13	ansible	38708	16284	Python	5995	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/	2019-08-06T10:11:20Z
14	scikit-learn	36469	17886	Python	1917	scikit-learn: machine learning in Python	2019-08-06T09:32:14Z
15	scrapy	33874	7950	Python	761	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-06T06:12:35Z
16	big-list-of-naughty-strings	32915	1407	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.	2019-07-07T07:05:31Z
17	shadowsocks	30961	18883	Python	448	None	2019-06-14T03:17:23Z
18	XX-Net	28391	7659	Python	7438	a web proxy tool	2019-07-25T02:00:32Z
19	face_recognition	26567	7125	Python	356	The world's simplest facial recognition api for Python and the command line	2019-07-25T09:44:43Z
20	you-get	26245	5246	Python	318	⏬ Dumb downloader that scrapes the web	2019-08-05T17:52:44Z
21	cpython	25860	11010	Python	1067	The Python programming language	2019-08-06T02:31:31Z
22	home-assistant	25647	7436	Python	888	🏡 Open source home automation that puts local control and privacy first	2019-08-06T10:35:01Z
23	Algorithm_Interview_Notes-Chinese	25583	7882	Python	28	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
24	certbot	25436	2640	Python	556	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.	2019-08-05T22:57:21Z
25	100-Days-Of-ML-Code	24776	5937	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	23759	3114	Python	131	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-03T14:29:14Z
27	Deep-Learning-Papers-Reading-Roadmap	23656	5376	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23135	1722	Python	93	📚 Simplified and community-driven man pages	2019-08-06T08:44:12Z
29	sentry	21669	2499	Python	934	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-06T08:44:14Z
30	python-patterns	21551	4650	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
31	faceswap	21483	7138	Python	12	Deepfakes Software For All	2019-08-05T22:10:49Z
32	Detectron	21372	4620	Python	260	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-07-25T13:24:06Z
33	pandas	20671	8163	Python	3143	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-06T10:31:33Z
34	linux-insides	20002	2157	Python	32	A little bit about a linux kernel	2019-08-05T02:34:11Z
35	jieba	19612	5071	Python	485	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19517	2218	Python	59	A code-completion engine for Vim	2019-08-03T20:48:58Z
37	ItChat	18188	4196	Python	199	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。	2019-07-16T04:19:48Z
38	tornado	18118	5016	Python	169	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-05T07:41:41Z
39	localstack	18105	1282	Python	455	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-06T01:59:34Z
40	pipenv	17917	1321	Python	280	Python Development Workflow for Humans.	2019-08-05T23:46:56Z
41	AiLearning	17857	6319	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-08-05T07:48:02Z
42	interactive-coding-challenges	17764	2645	Python	43	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
43	gym	17659	4811	Python	174	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-02T15:49:24Z
44	bert	17217	4360	Python	452	TensorFlow code and pre-trained models for BERT	2019-08-02T02:39:51Z
45	cheat.sh	17111	820	Python	43	the only cheat sheet you need	2019-08-06T07:29:28Z
46	compose	16930	2612	Python	515	Define and run multi-container applications with Docker	2019-07-31T12:15:55Z
47	data-science-ipython-notebooks	16144	4958	Python	8	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.	2019-04-10T10:46:55Z
48	mitmproxy	15854	2038	Python	278	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-01T12:35:03Z
49	algorithms	15559	2951	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-29T19:48:38Z
50	interview_internal_reference	15518	4162	Python	6	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。	2019-08-03T05:22:24Z
51	wtfpython	15484	1482	Python	18	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
52	reddit	15059	2765	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
53	macOS-Security-and-Privacy-Guide	15033	1054	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
54	django-rest-framework	14966	4400	Python	188	Web APIs for Django. ⚡️	2019-08-06T10:31:47Z
55	sqlmap	14809	3229	Python	43	Automatic SQL injection and database takeover tool	2019-08-06T00:54:27Z
56	python-fire	14638	868	Python	47	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-05T22:39:00Z
57	HelloGitHub	14453	1588	Python	27	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-07-30T14:00:11Z
58	ZeroNet	14162	1834	Python	584	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-02T23:35:46Z
59	spaCy	14070	2449	Python	180	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-06T10:20:38Z
60	algo	14017	1231	Python	40	Set up a personal VPN in the cloud	2019-07-31T15:47:12Z
61	glances	13924	948	Python	121	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-01T07:19:13Z
62	wechat_jump_game	13911	4674	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
63	ipython	13703	3858	Python	1194	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-01T17:39:38Z
64	magenta	13651	2719	Python	207	Magenta: Music and Art Generation with Machine Intelligence	2019-07-31T03:17:19Z
65	pyspider	13473	3303	Python	242	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
66	redash	13404	2233	Python	456	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-05T22:43:51Z
67	Mask_RCNN	13368	5984	Python	1033	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-03T07:32:42Z
68	airflow	13353	4910	Python	317	Apache Airflow	2019-08-06T10:52:03Z
69	hosts	13164	1162	Python	53	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.	2019-08-05T02:28:37Z
70	celery	13108	3360	Python	341	Distributed Task Queue (development branch)	2019-08-06T08:18:14Z
71	TensorFlow-Course	12846	2495	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
72	pytorch-tutorial	12685	3933	Python	50	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
73	sanic	12549	1181	Python	53	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-30T04:17:19Z
74	PySnooper	12327	762	Python	16	Never use print for debugging again	2019-08-01T14:35:53Z
75	manim	12184	1379	Python	88	Animation engine for explanatory math videos	2019-08-06T05:23:36Z
76	Python	12156	6700	Python	83	My Python Examples	2019-07-27T09:46:40Z
77	bitcoinbook	12134	3530	Python	79	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-07-24T16:35:41Z
78	luigi	12007	1980	Python	47	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.	2019-08-02T15:44:29Z
79	black	11879	609	Python	195	The uncompromising Python code formatter	2019-08-06T01:04:17Z
80	ML-From-Scratch	11794	2150	Python	12	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.	2019-07-11T16:20:06Z
81	fabric	11529	1736	Python	350	Simple, Pythonic remote execution and deployment.	2019-08-06T02:16:02Z
82	NLP-progress	11461	1907	Python	18	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.	2019-08-05T21:11:04Z
83	Awesome-Linux-Software	11398	1064	Python	10	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-01T16:39:04Z
84	nginx-proxy	11322	2096	Python	539	Automated nginx proxy for Docker containers using docker-gen	2019-07-30T08:02:09Z
85	funNLP	11241	3203	Python	1	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。	2019-08-03T11:58:39Z
86	bokeh	11142	2804	Python	418	Interactive Data Visualization in the browser, from Python	2019-08-04T20:42:23Z
87	tqdm	11045	583	Python	214	A Fast, Extensible Progress Bar for Python and CLI	2019-07-29T13:45:33Z
88	material-theme	10944	787	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
89	d2l-zh	10825	2771	Python	3	《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（STAT 157）”教材。	2019-08-06T02:53:50Z
90	locust	10620	1530	Python	184	Scalable user load testing tool written in Python	2019-08-05T09:31:20Z
91	powerline	10592	818	Python	175	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-07-05T11:31:33Z
92	awesome-algorithm	10530	2153	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
93	pytorch-transformers	10384	2529	Python	191	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-06T03:33:53Z
94	pix2code	10356	1072	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
95	zulip	10222	3141	Python	1340	Zulip server - powerful open source team chat	2019-08-06T08:48:09Z
96	salt	10139	4610	Python	2701	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-06T10:34:01Z
97	requests-html	10021	613	Python	66	Pythonic HTML Parsing for Humans™	2019-08-02T14:00:48Z
98	cookiecutter	9994	1095	Python	203	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-06T10:57:54Z
99	autojump	9931	493	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z
100	FastPhotoStyle	9768	961	Python	42	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z