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	70028	13663	Python	469	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-17T01:49:35Z
2	system-design-primer	69200	10756	Python	101	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-13T12:42:44Z
3	youtube-dl	52814	9211	Python	2884	Command-line program to download videos from YouTube.com and other video sites	2019-07-17T00:33:44Z
4	thefuck	44831	2223	Python	162	Magnificent app which corrects your previous console command.	2019-07-12T11:23:25Z
5	keras	42723	16275	Python	2473	Deep Learning for humans	2019-07-15T07:17:23Z
6	httpie	42322	2785	Python	159	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	2019-06-24T10:36:17Z
7	ansible	38365	16093	Python	5862	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/	2019-07-17T02:50:39Z
8	scikit-learn	36108	17701	Python	1964	scikit-learn: machine learning in Python	2019-07-17T02:40:00Z
9	big-list-of-naughty-strings	32822	1399	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
10	you-get	25758	5144	Python	321	⏬ Dumb downloader that scrapes the web	2019-07-16T07:12:50Z
11	face_recognition	25573	6868	Python	344	The world's simplest facial recognition api for Python and the command line	2019-07-09T11:36:10Z
12	cpython	25438	10665	Python	1001	The Python programming language	2019-07-17T02:18:18Z
13	certbot	25350	2626	Python	554	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.	2019-07-16T23:29:00Z
14	home-assistant	24959	7271	Python	875	🏡 Open source home automation that puts local control and privacy first	2019-07-17T01:13:43Z
15	Algorithm_Interview_Notes-Chinese	24538	7563	Python	26	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	2019-05-24T08:16:55Z
16	100-Days-Of-ML-Code	24345	5764	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
17	CppCoreGuidelines	23516	3051	Python	137	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-07-09T21:07:34Z
18	tldr	22997	1712	Python	90	📚 Simplified and community-driven man pages	2019-07-16T21:38:31Z
19	python-patterns	21277	4591	Python	10	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
20	Detectron	21077	4548	Python	253	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
21	faceswap	20808	6919	Python	6	Deepfakes Software For All	2019-07-17T01:00:39Z
22	pandas	20367	8051	Python	3082	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-17T01:10:06Z
23	YouCompleteMe	19376	2184	Python	50	A code-completion engine for Vim	2019-07-15T21:06:03Z
24	tornado	18017	4992	Python	165	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
25	localstack	17804	1251	Python	448	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-07-14T23:21:50Z
26	pipenv	17715	1306	Python	276	Python Development Workflow for Humans.	2019-07-16T13:19:34Z
27	gym	17447	4725	Python	171	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-16T17:30:59Z
28	cheat.sh	16770	804	Python	40	the only cheat sheet you need	2019-07-13T18:34:37Z
29	bert	16663	4159	Python	434	TensorFlow code and pre-trained models for BERT	2019-07-16T01:40:49Z
30	data-science-ipython-notebooks	16025	4905	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
31	algorithms	15412	2902	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
32	reddit	15050	2763	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
33	macOS-Security-and-Privacy-Guide	14941	1049	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
34	django-rest-framework	14749	4354	Python	177	Web APIs for Django. ⚡️	2019-07-16T22:29:52Z
35	sqlmap	14644	3169	Python	40	Automatic SQL injection and database takeover tool	2019-07-16T13:07:27Z
36	python-fire	14466	859	Python	57	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-11T16:56:24Z
37	wechat_jump_game	13925	4685	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
38	spaCy	13863	2391	Python	163	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-16T18:55:16Z
39	algo	13831	1215	Python	42	Set up a personal IPSEC VPN in the cloud	2019-07-16T07:40:21Z
40	glances	13824	944	Python	115	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-14T22:40:35Z
41	magenta	13556	2686	Python	205	Magenta: Music and Art Generation with Machine Intelligence	2019-07-15T22:14:03Z
42	pyspider	13381	3292	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
43	redash	13157	2184	Python	464	Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.	2019-07-16T17:35:07Z
44	Mask_RCNN	13063	5797	Python	1002	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-07-13T20:40:40Z
45	celery	12963	3336	Python	326	Distributed Task Queue (development branch)	2019-07-16T14:01:27Z
46	TensorFlow-Course	12625	2422	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
47	bitcoinbook	12059	3506	Python	77	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-06-29T05:14:47Z
48	luigi	11908	1965	Python	49	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.	2019-07-15T21:55:10Z
49	Python	11799	6576	Python	83	My Python Examples	2019-07-15T03:51:29Z
50	fabric	11455	1733	Python	349	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
51	manim	11445	1300	Python	84	Animation engine for explanatory math videos	2019-07-16T20:57:06Z
52	black	11393	583	Python	179	The uncompromising Python code formatter	2019-07-16T17:45:57Z
53	NLP-progress	11168	1845	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.	2019-07-17T01:49:28Z
54	powerline	10521	812	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
55	locust	10479	1509	Python	181	Scalable user load testing tool written in Python	2019-07-12T06:32:21Z
56	d2l-zh	10471	2669	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。	2019-07-12T19:06:52Z
57	funNLP	10402	2902	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。	2019-07-14T19:52:59Z
58	pix2code	10322	1067	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
59	zulip	10109	3113	Python	1345	Zulip server - powerful open source team chat	2019-07-17T01:22:54Z
60	salt	10091	4596	Python	2610	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-17T00:52:18Z
61	cookiecutter	9890	1088	Python	204	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-17T00:49:48Z
62	autojump	9848	486	Python	154	A cd command that learns - easily navigate directories from the command line	2019-07-15T15:15:30Z
63	FastPhotoStyle	9727	948	Python	38	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
64	matplotlib	9607	4321	Python	1507	matplotlib: plotting with Python	2019-07-17T02:47:07Z
65	neural-networks-and-deep-learning	9554	4657	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
66	gensim	9538	3476	Python	242	Topic Modelling for Humans	2019-07-09T00:37:51Z
67	kivy	9535	2128	Python	638	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-07-14T05:34:12Z
68	Zappa	9412	1017	Python	569	Serverless Python	2019-07-16T14:56:21Z
69	game-programmer	9172	1102	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
70	tflearn	9162	2317	Python	557	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
71	neural-doodle	9161	827	Python	49	Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)	2019-04-11T05:05:51Z
72	inter	9051	180	Python	24	The Inter font family	2019-07-14T07:18:45Z
73	wxpy	8953	1617	Python	276	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
74	pytorch-CycleGAN-and-pix2pix	8895	2424	Python	86	Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)	2019-07-13T23:54:37Z
75	prophet	8849	2165	Python	84	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-07-15T21:15:32Z
76	Theano	8839	2493	Python	656	Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.	2019-06-01T05:33:19Z
77	beets	8769	1522	Python	613	music library manager and MusicBrainz tagger	2019-07-15T20:31:11Z
78	stanford-tensorflow-tutorials	8730	4026	Python	80	This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.	2019-03-02T17:44:57Z
79	ChatterBot	8620	3017	Python	96	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-07-16T16:57:20Z
80	facenet	8594	3553	Python	407	Face recognition using Tensorflow	2019-07-02T11:47:58Z
81	awesome-python-applications	8562	1513	Python	22	💿 Free software that works great, and also happens to be open-source Python.	2019-07-15T20:08:29Z
82	PayloadsAllTheThings	8438	2638	Python	0	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-07-14T12:24:17Z
83	tensor2tensor	8355	2124	Python	426	Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.	2019-07-16T22:10:34Z
84	speedtest-cli	8323	1171	Python	24	Command line interface for testing internet bandwidth using speedtest.net	2019-07-05T18:48:00Z
85	InstaPy	8283	2273	Python	183	📷 Instagram Bot - Tool for automated Instagram interactions	2019-07-16T23:18:14Z
86	algo	8270	2416	Python	49	数据结构和算法必知必会的50个代码实现	2019-07-16T03:00:27Z
87	aws-cli	8265	1793	Python	539	Universal Command Line Interface for Amazon Web Services	2019-07-16T22:07:19Z
88	faker	8136	951	Python	83	Faker is a Python package that generates fake data for you.	2019-07-16T20:54:16Z
89	walle-web	8131	2103	Python	239	walle - 瓦力 Devops开源项目代码部署平台	2019-07-16T09:38:54Z
90	DeepCreamPy	8130	835	Python	11	Decensoring Hentai with Deep Neural Networks	2019-06-23T10:57:34Z
91	fast-style-transfer	8103	1954	Python	51	TensorFlow CNN for fast style transfer ⚡🖥🎨🖼	2019-04-08T23:50:42Z
92	pytorch-transformers	8059	2048	Python	134	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-07-17T01:56:58Z
93	wtfpython-cn	8036	1508	Python	6	wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译	2019-06-25T11:39:11Z
94	python-spider	7977	3146	Python	2	:rainbow:Python3网络爬虫实战：VIP视频破解助手；GEETEST验证码破解；小说、动漫下载；手机APP爬取；财务报表入库；火车票抢票；抖音APP视频下载；百万英雄辅助；网易云音乐下载；B站视频和弹幕下载；京东晒单图下载	2019-03-04T04:55:48Z
95	python-telegram-bot	7967	1634	Python	75	We have made you a wrapper you can't refuse	2019-07-13T14:07:29Z
96	nltk	7949	2164	Python	390	NLTK Source	2019-07-17T00:59:17Z
97	aiohttp	7948	1194	Python	265	Asynchronous HTTP client/server framework for asyncio and Python	2019-07-16T21:56:57Z
98	Mailpile	7854	931	Python	382	A free & open modern, fast email client with user-friendly encryption and privacy features	2019-07-11T20:30:53Z
99	click	7805	777	Python	211	Python composable command line interface toolkit	2019-07-13T20:15:45Z
100	mycli	7778	481	Python	106	A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.	2019-07-14T23:02:38Z