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	72136	14132	Python	484	A curated list of awesome Python frameworks, libraries, software and resources	2019-08-26T08:52:35Z
2	system-design-primer	71887	11366	Python	103	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-08-24T00:22:53Z
3	public-apis	60515	6499	Python	66	A collective list of free APIs for use in software and web development.	2019-08-26T16:52:01Z
4	models	56876	35657	Python	1853	Models and examples built with TensorFlow	2019-08-27T08:50:10Z
5	youtube-dl	54773	9494	Python	2983	Command-line program to download videos from YouTube.com and other video sites	2019-08-27T03:16:08Z
6	thefuck	46311	2286	Python	169	Magnificent app which corrects your previous console command.	2019-08-23T01:02:04Z
7	flask	46089	12837	Python	18	The Python micro framework for building web applications.	2019-08-25T19:36:19Z
8	keras	43704	16632	Python	2541	Deep Learning for humans	2019-08-26T17:56:50Z
9	django	43671	18755	Python	227	The Web framework for perfectionists with deadlines.	2019-08-27T10:21:39Z
10	httpie	42823	2811	Python	167	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	2019-08-26T15:42:48Z
11	awesome-machine-learning	41462	10455	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-08-26T14:41:26Z
12	requests	39927	7254	Python	230	Python HTTP Requests for Humans™ ✨🍰✨	2019-08-27T06:00:19Z
13	ansible	39032	16532	Python	6067	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/	2019-08-27T10:28:09Z
14	scikit-learn	36755	18074	Python	1916	scikit-learn: machine learning in Python	2019-08-27T07:28:31Z
15	scrapy	34139	7985	Python	693	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-08-27T07:41:32Z
16	big-list-of-naughty-strings	33008	1416	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	31120	18984	Python	449	None	2019-08-27T10:19:00Z
18	XX-Net	28530	7677	Python	7406	a web proxy tool	2019-08-11T10:42:32Z
19	face_recognition	27469	7387	Python	362	The world's simplest facial recognition api for Python and the command line	2019-08-24T20:51:13Z
20	you-get	26641	5326	Python	318	⏬ Dumb downloader that scrapes the web	2019-08-25T23:34:28Z
21	cpython	26276	11293	Python	1100	The Python programming language	2019-08-27T09:14:28Z
22	Algorithm_Interview_Notes-Chinese	26169	8079	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
23	home-assistant	26024	7605	Python	881	🏡 Open source home automation that puts local control and privacy first	2019-08-27T10:52:24Z
24	certbot	25539	2662	Python	571	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.	2019-08-27T01:08:17Z
25	100-Days-Of-ML-Code	25242	6114	Python	45	100 Days of ML Coding	2019-06-08T14:57:19Z
26	CppCoreGuidelines	24020	3152	Python	132	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-08-19T15:35:16Z
27	Deep-Learning-Papers-Reading-Roadmap	23835	5420	Python	73	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
28	tldr	23271	1728	Python	82	📚 Simplified and community-driven man pages	2019-08-27T09:06:14Z
29	faceswap	22020	7302	Python	13	Deepfakes Software For All	2019-08-27T10:51:20Z
30	sentry	21908	2529	Python	905	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-08-27T10:02:38Z
31	python-patterns	21772	4676	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
32	Detectron	21583	4698	Python	268	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-08-16T18:34:11Z
33	pandas	20987	8319	Python	3217	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-08-27T08:58:49Z
34	linux-insides	20076	2167	Python	31	A little bit about a linux kernel	2019-08-26T08:15:23Z
35	jieba	19839	5113	Python	487	结巴中文分词	2019-07-20T06:48:03Z
36	YouCompleteMe	19641	2231	Python	60	A code-completion engine for Vim	2019-08-26T10:59:45Z
37	localstack	18701	1325	Python	427	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-08-27T10:06:23Z
38	AiLearning	18488	6564	Python	28	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-08-08T03:24:47Z
39	ItChat	18413	4248	Python	201	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
40	interview_internal_reference	18291	4967	Python	8	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。	2019-08-12T02:37:14Z
41	tornado	18200	5036	Python	172	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-08-19T10:33:55Z
42	pipenv	18098	1339	Python	292	Python Development Workflow for Humans.	2019-08-27T03:29:37Z
43	interactive-coding-challenges	17946	2676	Python	44	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-08-14T18:16:00Z
44	gym	17919	4874	Python	167	A toolkit for developing and comparing reinforcement learning algorithms.	2019-08-26T19:31:03Z
45	bert	17639	4549	Python	477	TensorFlow code and pre-trained models for BERT	2019-08-26T14:16:16Z
46	incubator-mxnet	17572	6246	Python	1406	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-08-27T10:03:32Z
47	cheat.sh	17285	827	Python	45	the only cheat sheet you need	2019-08-19T05:16:48Z
48	compose	17135	2655	Python	540	Define and run multi-container applications with Docker	2019-08-27T10:37:44Z
49	data-science-ipython-notebooks	16256	4999	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
50	mitmproxy	16073	2072	Python	286	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-08-16T02:05:20Z
51	algorithms	15720	2991	Python	58	Minimal examples of data structures and algorithms in Python	2019-08-23T10:47:41Z
52	wtfpython	15661	1504	Python	19	A collection of surprising Python snippets and lesser-known features.	2019-08-04T07:26:25Z
53	django-rest-framework	15198	4451	Python	198	Web APIs for Django. ⚡️	2019-08-25T15:35:26Z
54	HelloGitHub	15168	1674	Python	16	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-08-26T14:16:47Z
55	macOS-Security-and-Privacy-Guide	15095	1060	Python	4	Guide to securing and improving privacy on macOS	2019-08-26T23:13:31Z
56	reddit	15092	2772	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
57	sqlmap	14963	3264	Python	44	Automatic SQL injection and database takeover tool	2019-08-26T18:06:02Z
58	python-fire	14913	892	Python	52	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-08-08T19:10:00Z
59	ZeroNet	14489	1865	Python	597	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-08-26T01:21:11Z
60	spaCy	14293	2482	Python	183	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-08-27T10:14:00Z
61	algo	14222	1242	Python	44	Set up a personal VPN in the cloud	2019-08-26T18:53:11Z
62	glances	14051	955	Python	117	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-08-17T09:21:35Z
63	wechat_jump_game	13920	4685	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
64	magenta	13778	2749	Python	209	Magenta: Music and Art Generation with Machine Intelligence	2019-08-23T17:33:31Z
65	ipython	13732	3864	Python	1201	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-08-22T21:08:52Z
66	Mask_RCNN	13678	6169	Python	1059	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-08-20T11:18:19Z
67	airflow	13635	5044	Python	326	Apache Airflow	2019-08-27T10:33:48Z
68	redash	13619	2293	Python	453	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-08-26T07:57:15Z
69	pyspider	13569	3329	Python	244	A Powerful Spider(Web Crawler) System in Python.	2019-08-17T04:52:41Z
70	hosts	13301	1176	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.	2019-08-22T18:24:46Z
71	celery	13245	3387	Python	332	Distributed Task Queue (development branch)	2019-08-27T01:58:29Z
72	TensorFlow-Course	13051	2557	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
73	pytorch-tutorial	13040	4053	Python	52	PyTorch Tutorial for Deep Learning Researchers	2019-08-27T09:34:54Z
74	manim	12953	1501	Python	107	Animation engine for explanatory math videos	2019-08-26T10:40:49Z
75	sanic	12673	1193	Python	48	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-08-25T20:11:15Z
76	Python	12494	6816	Python	85	My Python Examples	2019-08-25T17:00:39Z
77	PySnooper	12438	772	Python	17	Never use print for debugging again	2019-08-26T18:01:06Z
78	black	12261	630	Python	209	The uncompromising Python code formatter	2019-08-26T20:50:05Z
79	bitcoinbook	12210	3543	Python	80	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-08-25T14:02:12Z
80	luigi	12126	1991	Python	42	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.	2019-08-27T08:21:58Z
81	ML-From-Scratch	12044	2212	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
82	funNLP	11975	3471	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
83	NLP-progress	11715	1959	Python	24	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.	2019-08-23T13:21:18Z
84	fabric	11603	1746	Python	352	Simple, Pythonic remote execution and deployment.	2019-08-13T04:29:17Z
85	Awesome-Linux-Software	11467	1084	Python	8	A list of awesome applications, software, tools and other materials for Linux distros.	2019-08-25T13:22:51Z
86	nginx-proxy	11452	2119	Python	548	Automated nginx proxy for Docker containers using docker-gen	2019-08-18T15:13:34Z
87	bokeh	11341	2846	Python	430	Interactive Data Visualization in the browser, from Python	2019-08-27T09:32:28Z
88	tqdm	11312	597	Python	212	A Fast, Extensible Progress Bar for Python and CLI	2019-08-26T22:39:23Z
89	pytorch-transformers	11260	2767	Python	221	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-08-27T10:25:53Z
90	d2l-zh	11033	2858	Python	4	《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。	2019-08-26T20:10:24Z
91	material-theme	10961	790	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
92	locust	10777	1553	Python	185	Scalable user load testing tool written in Python	2019-08-23T17:36:03Z
93	powerline	10649	820	Python	178	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
94	awesome-algorithm	10479	2153	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
95	pix2code	10395	1077	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
96	zulip	10337	3171	Python	1331	Zulip server - powerful open source team chat	2019-08-27T10:39:54Z
97	salt	10215	4619	Python	2736	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-08-27T01:08:23Z
98	cookiecutter	10143	1112	Python	194	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-08-27T10:51:18Z
99	requests-html	10125	625	Python	70	Pythonic HTML Parsing for Humans™	2019-08-11T03:04:11Z
100	autojump	10033	496	Python	156	A cd command that learns - easily navigate directories from the command line	2019-07-27T10:21:28Z