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	70170	13702	Python	471	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-20T14:35:23Z
2	system-design-primer	69403	10828	Python	102	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-18T15:53:00Z
3	public-apis	59216	6258	Python	63	A collective list of free APIs for use in software and web development.	2019-07-16T11:23:47Z
4	models	55531	34618	Python	1755	Models and examples built with TensorFlow	2019-07-20T02:20:56Z
5	youtube-dl	52983	9225	Python	2887	Command-line program to download videos from YouTube.com and other video sites	2019-07-21T01:58:50Z
6	flask	45423	12736	Python	19	The Python micro framework for building web applications.	2019-07-18T05:14:32Z
7	thefuck	44883	2229	Python	164	Magnificent app which corrects your previous console command.	2019-07-19T05:57:38Z
8	django	42857	18429	Python	216	The Web framework for perfectionists with deadlines.	2019-07-21T02:58:13Z
9	keras	42824	16317	Python	2476	Deep Learning for humans	2019-07-18T14:21:25Z
10	awesome-machine-learning	40902	10282	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-13T23:43:54Z
11	requests	39434	7195	Python	248	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-20T22:35:03Z
12	ansible	38447	16123	Python	5891	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/	2019-07-21T00:32:33Z
13	scrapy	33659	7909	Python	760	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-07-21T00:21:48Z
14	big-list-of-naughty-strings	32848	1401	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
15	shadowsocks	30841	18816	Python	448	None	2019-06-14T03:17:23Z
16	XX-Net	28280	7644	Python	7506	a web proxy tool	2019-07-15T10:24:42Z
17	you-get	25844	5164	Python	321	⏬ Dumb downloader that scrapes the web	2019-07-16T07:12:50Z
18	cpython	25515	10730	Python	1025	The Python programming language	2019-07-21T01:52:37Z
19	certbot	25366	2631	Python	548	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.	2019-07-19T17:44:25Z
20	home-assistant	25311	7298	Python	904	🏡 Open source home automation that puts local control and privacy first	2019-07-21T02:58:16Z
21	Algorithm_Interview_Notes-Chinese	24637	7606	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
22	100-Days-Of-ML-Code	24432	5791	Python	44	100 Days of ML Coding	2019-06-08T14:57:19Z
23	Deep-Learning-Papers-Reading-Roadmap	23510	5346	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
24	sentry	21531	2466	Python	906	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-20T18:58:49Z
25	Detectron	21125	4564	Python	254	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
26	pandas	20426	8075	Python	3098	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-21T01:22:20Z
27	linux-insides	19917	2139	Python	30	A little bit about a linux kernel	2019-07-20T08:09:32Z
28	jieba	19407	5033	Python	483	结巴中文分词	2019-07-20T06:48:03Z
29	YouCompleteMe	19402	2197	Python	51	A code-completion engine for Vim	2019-07-15T21:06:03Z
30	tornado	18037	4995	Python	166	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-07-17T21:52:36Z
31	ItChat	18005	4158	Python	193	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
32	pipenv	17749	1306	Python	278	Python Development Workflow for Humans.	2019-07-18T16:23:01Z
33	interactive-coding-challenges	17615	2618	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
34	gym	17480	4748	Python	168	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-20T03:26:35Z
35	AiLearning	17190	6076	Python	26	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-07-03T11:28:47Z
36	bert	16786	4199	Python	443	TensorFlow code and pre-trained models for BERT	2019-07-21T02:25:04Z
37	compose	16758	2579	Python	501	Define and run multi-container applications with Docker	2019-07-19T14:35:23Z
38	mitmproxy	15658	2016	Python	261	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-07-20T11:47:26Z
39	algorithms	15431	2911	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
40	wtfpython	15249	1444	Python	17	A collection of surprising Python snippets and lesser-known features.	2019-07-13T17:11:41Z
41	reddit	15054	2762	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
42	macOS-Security-and-Privacy-Guide	14953	1049	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
43	django-rest-framework	14821	4365	Python	177	Web APIs for Django. ⚡️	2019-07-20T20:33:00Z
44	chinese-poetry	14817	2612	Python	29	最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。	2019-06-17T01:21:51Z
45	sqlmap	14680	3179	Python	48	Automatic SQL injection and database takeover tool	2019-07-19T10:24:40Z
46	python-fire	14488	861	Python	59	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-11T16:56:24Z
47	HelloGitHub	14206	1558	Python	48	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-07-17T02:51:34Z
48	ZeroNet	14092	1823	Python	568	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-18T01:34:17Z
49	wechat_jump_game	13924	4682	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
50	spaCy	13904	2401	Python	175	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-19T11:08:37Z
51	algo	13859	1217	Python	44	Set up a personal IPSEC VPN in the cloud	2019-07-19T04:54:40Z
52	glances	13843	945	Python	108	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-17T15:54:22Z
53	ipython	13667	3849	Python	1190	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-16T01:55:37Z
54	magenta	13577	2693	Python	205	Magenta: Music and Art Generation with Machine Intelligence	2019-07-19T08:54:07Z
55	pyspider	13394	3295	Python	240	A Powerful Spider(Web Crawler) System in Python.	2019-07-17T09:46:43Z
56	airflow	13132	4802	Python	316	Apache Airflow	2019-07-20T19:09:40Z
57	hosts	13087	1151	Python	54	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.	2019-07-20T21:13:26Z
58	celery	12990	3338	Python	328	Distributed Task Queue (development branch)	2019-07-20T16:56:50Z
59	TensorFlow-Course	12663	2434	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
60	sanic	12433	1166	Python	44	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-20T17:53:25Z
61	pytorch-tutorial	12425	3826	Python	48	PyTorch Tutorial for Deep Learning Researchers	2019-07-12T13:02:07Z
62	PySnooper	12196	752	Python	12	Never use print for debugging again	2019-07-19T11:47:34Z
63	luigi	11927	1970	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.	2019-07-19T11:04:08Z
64	Python	11845	6609	Python	84	My Python Examples	2019-07-20T19:35:56Z
65	ML-From-Scratch	11726	2133	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
66	manim	11538	1307	Python	81	Animation engine for explanatory math videos	2019-07-20T23:41:33Z
67	black	11475	589	Python	181	The uncompromising Python code formatter	2019-07-19T16:35:34Z
68	fabric	11468	1733	Python	350	Simple, Pythonic remote execution and deployment.	2019-07-08T06:26:26Z
69	Awesome-Linux-Software	11331	1056	Python	14	A list of awesome applications, software, tools and other materials for Linux distros.	2019-07-19T07:19:37Z
70	NLP-progress	11256	1863	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.	2019-07-17T18:11:19Z
71	nginx-proxy	11218	2072	Python	538	Automated nginx proxy for Docker containers using docker-gen	2019-07-20T07:56:09Z
72	bokeh	10952	2772	Python	401	Interactive Data Visualization in the browser, from Python	2019-07-20T22:23:26Z
73	material-theme	10921	788	Python	5	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-07-11T00:28:54Z
74	tqdm	10847	575	Python	211	A Fast, Extensible Progress Bar for Python and CLI	2019-07-19T10:11:42Z
75	d2l-zh	10588	2702	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。	2019-07-19T23:40:38Z
76	awesome-algorithm	10583	2151	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
77	funNLP	10582	2975	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。	2019-07-18T08:07:13Z
78	powerline	10541	814	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
79	locust	10502	1512	Python	180	Scalable user load testing tool written in Python	2019-07-12T06:32:21Z
80	pix2code	10333	1068	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
81	zulip	10124	3118	Python	1337	Zulip server - powerful open source team chat	2019-07-21T02:58:28Z
82	salt	10097	4596	Python	2641	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-20T19:16:57Z
83	cookiecutter	9913	1087	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
84	requests-html	9907	600	Python	63	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
85	autojump	9860	485	Python	153	A cd command that learns - easily navigate directories from the command line	2019-07-15T15:15:30Z
86	FastPhotoStyle	9734	950	Python	38	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
87	matplotlib	9623	4321	Python	1491	matplotlib: plotting with Python	2019-07-20T17:22:46Z
88	neural-networks-and-deep-learning	9576	4659	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
89	gensim	9562	3481	Python	242	Topic Modelling for Humans	2019-07-09T00:37:51Z
90	kivy	9558	2134	Python	645	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-07-20T15:30:05Z
91	yapf	9502	651	Python	231	A formatter for Python files	2019-07-20T21:23:23Z
92	Zappa	9430	1020	Python	572	Serverless Python	2019-07-16T14:56:21Z
93	examples	9427	4391	Python	176	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-07-18T20:01:08Z
94	neural-enhance	9353	1024	Python	120	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
95	pytorch-transformers	9257	2276	Python	162	👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)	2019-07-20T10:43:38Z
96	game-programmer	9204	1105	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
97	zipline	9174	2808	Python	310	Zipline, a Pythonic Algorithmic Trading Library	2019-07-19T21:09:50Z
98	tflearn	9170	2323	Python	558	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
99	neural-doodle	9166	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
100	ChromeAppHeroes	9094	757	Python	3	🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~ ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~	2019-07-13T11:39:45Z