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	66070	10149	Python	89	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-18T08:57:11Z
2	public-apis	58249	6101	Python	70	A collective list of free APIs for use in software and web development.	2019-06-15T16:14:27Z
3	models	54235	33682	Python	1681	Models and examples built with TensorFlow	2019-06-19T01:12:46Z
4	Python	46406	13360	Python	187	All Algorithms implemented in Python	2019-06-19T00:20:48Z
5	flask	44806	12597	Python	28	The Python micro framework for building web applications.	2019-06-18T21:11:22Z
6	thefuck	44291	2208	Python	164	Magnificent app which corrects your previous console command.	2019-06-18T02:33:12Z
7	django	42250	18186	Python	230	The Web framework for perfectionists with deadlines.	2019-06-18T18:50:20Z
8	keras	42033	16030	Python	2415	Deep Learning for humans	2019-06-17T17:51:14Z
9	awesome-machine-learning	40387	10117	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-06-18T03:07:12Z
10	requests	39016	7117	Python	233	Python HTTP Requests for Humans™ ✨🍰✨	2019-06-13T20:49:12Z
11	scrapy	33238	7836	Python	823	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-06-18T15:40:16Z
12	shadowsocks	30524	18613	Python	448	None	2019-06-14T03:17:23Z
13	XX-Net	28012	7581	Python	7821	a web proxy tool	2019-06-18T08:27:25Z
14	you-get	25006	4979	Python	317	⏬ Dumb downloader that scrapes the web	2019-06-18T14:48:57Z
15	home-assistant	24330	7084	Python	1243	🏡 Open source home automation that puts local control and privacy first	2019-06-18T23:46:59Z
16	Algorithm_Interview_Notes-Chinese	23945	7343	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
17	100-Days-Of-ML-Code	23659	5539	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
18	Deep-Learning-Papers-Reading-Roadmap	23178	5268	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
19	sentry	21187	2417	Python	878	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-06-19T00:49:18Z
20	Detectron	20737	4443	Python	243	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
21	linux-insides	19811	2118	Python	24	A little bit about a linux kernel	2019-05-30T23:45:08Z
22	jieba	18971	4940	Python	479	结巴中文分词	2019-06-04T03:45:50Z
23	tornado	17901	4971	Python	159	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-17T00:21:14Z
24	interactive-coding-challenges	17360	2554	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
25	pipenv	17298	1280	Python	304	Python Development Workflow for Humans.	2019-06-18T02:50:47Z
26	ItChat	17265	3999	Python	181	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。	2019-05-24T03:13:26Z
27	compose	16419	2516	Python	486	Define and run multi-container applications with Docker	2019-06-17T18:33:33Z
28	AiLearning	15447	5449	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-06-05T02:44:09Z
29	mitmproxy	15343	1987	Python	264	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-06-05T12:28:26Z
30	algorithms	15212	2838	Python	52	Minimal examples of data structures and algorithms in Python	2019-06-15T12:30:49Z
31	reddit	15015	2756	Python	303	historical code from reddit.com	2017-10-17T19:57:07Z
32	macOS-Security-and-Privacy-Guide	14863	1036	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
33	wtfpython	14806	1380	Python	15	A collection of surprising Python snippets and lesser-known features.	2019-06-10T19:13:56Z
34	source-code-pro	14676	1220	Python	37	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
35	django-rest-framework	14460	4287	Python	205	Web APIs for Django. ⚡️	2019-06-18T19:58:03Z
36	chinese-poetry	14002	2451	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
37	ZeroNet	13936	1799	Python	584	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-06-14T22:44:00Z
38	ipython	13632	3833	Python	1185	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-06-19T02:44:37Z
39	glances	13628	921	Python	113	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-06-12T21:15:20Z
40	spaCy	13612	2338	Python	154	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-06-18T13:39:23Z
41	algo	13533	1191	Python	49	Set up a personal IPSEC VPN in the cloud	2019-06-18T02:58:40Z
42	pyspider	13263	3255	Python	238	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
43	HelloGitHub	13070	1430	Python	36	:octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」	2019-06-13T15:21:36Z
44	hosts	12864	1133	Python	52	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.	2019-06-17T18:21:21Z
45	celery	12675	3300	Python	420	Distributed Task Queue (development branch)	2019-06-17T20:04:55Z
46	airflow	12666	4603	Python	305	Apache Airflow	2019-06-19T02:16:43Z
47	TensorFlow-Course	12262	2312	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
48	sanic	12251	1155	Python	39	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-06-18T21:42:15Z
49	pytorch-tutorial	11939	3646	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
50	luigi	11746	1944	Python	41	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.	2019-06-15T18:44:36Z
51	ML-From-Scratch	11617	2083	Python	10	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.	2019-06-09T02:21:59Z
52	PySnooper	11601	715	Python	11	Never use print for debugging again	2019-06-18T18:35:40Z
53	Python	11520	6468	Python	77	My Python Examples	2019-06-17T05:05:16Z
54	fabric	11349	1718	Python	343	Simple, Pythonic remote execution and deployment.	2019-06-12T06:32:53Z
55	nginx-proxy	10996	2038	Python	528	Automated nginx proxy for Docker containers using docker-gen	2019-05-19T21:49:11Z
56	black	10955	545	Python	164	The uncompromising Python code formatter	2019-06-16T15:39:04Z
57	Awesome-Linux-Software	10904	1008	Python	14	A list of awesome applications, software, tools and other materials for Linux distros.	2019-06-10T03:27:31Z
58	material-theme	10899	784	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-05-31T08:01:09Z
59	NLP-progress	10846	1753	Python	15	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.	2019-06-18T21:58:08Z
60	awesome-algorithm	10508	2103	Python	2	Lisanaaa 小专栏	2019-06-13T08:34:53Z
61	tqdm	10462	554	Python	200	A Fast, Extensible Progress Bar for Python and CLI	2019-06-18T19:17:23Z
62	powerline	10444	807	Python	169	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-06-12T22:27:54Z
63	pix2code	10254	1054	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
64	salt	9997	4579	Python	2606	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-06-19T02:37:27Z
65	requests-html	9770	585	Python	56	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
66	bokeh	9577	2577	Python	408	Interactive Web Plotting for Python	2019-06-19T01:44:38Z
67	yapf	9350	638	Python	233	A formatter for Python files	2019-06-01T07:57:50Z
68	d2l-zh	9305	2371	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。	2019-06-17T08:42:47Z
69	Zappa	9292	1005	Python	558	Serverless Python	2019-06-18T19:02:37Z
70	neural-enhance	9283	1004	Python	121	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
71	funNLP	9279	2515	Python	0	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。	2019-06-16T07:05:09Z
72	neural-doodle	9138	822	Python	48	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
73	tflearn	9127	2307	Python	555	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
74	examples	9090	4233	Python	165	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-06-18T23:18:25Z
75	sshuttle	9000	668	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
76	inter	8975	174	Python	19	The Inter font family	2019-06-03T17:26:31Z
77	RocAlphaGo	8928	2480	Python	30	An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.	2018-06-09T13:55:11Z
78	zipline	8919	2757	Python	299	Zipline, a Pythonic Algorithmic Trading Library	2019-06-17T19:43:23Z
79	pelican	8846	1578	Python	145	Static site generator that supports Markdown and reST syntax. Powered by Python.	2019-06-19T02:59:54Z
80	wxpy	8711	1567	Python	264	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2018-12-06T07:52:15Z
81	mackup	8697	693	Python	286	Keep your application settings in sync (OS X/Linux)	2019-06-18T08:23:41Z
82	prophet	8630	2097	Python	75	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-06-18T17:55:58Z
83	magic-wormhole	8603	333	Python	93	get things from one computer to another, safely	2019-06-04T18:57:20Z
84	ChatterBot	8477	2954	Python	97	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-06-18T19:58:13Z
85	ChromeAppHeroes	8463	691	Python	2	🌈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~	2019-06-15T11:35:59Z
86	awesome-python-login-model	8404	1574	Python	45	😮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🌟	2019-06-16T01:54:41Z
87	facenet	8368	3482	Python	389	Face recognition using Tensorflow	2019-05-25T02:03:02Z
88	newspaper	8272	1381	Python	296	News, full-text, and article metadata extraction in Python 3. Advanced docs:	2019-06-10T15:13:24Z
89	mailinabox	8191	872	Python	239	Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box.	2019-06-16T15:40:47Z
90	tensor2tensor	8102	2071	Python	407	Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.	2019-06-19T00:51:44Z
91	InstaPy	8089	2207	Python	185	📷 Instagram Bot - Tool for automated Instagram interactions	2019-06-18T02:32:00Z
92	pgcli	7970	364	Python	96	Postgres CLI with autocompletion and syntax highlighting	2019-06-09T15:05:32Z
93	jupyter	7923	1852	Python	139	Jupyter metapackage for installation, docs and chat	2019-06-14T18:29:14Z
94	termtosvg	7916	284	Python	12	Record terminal sessions as SVG animations	2019-06-16T11:57:16Z
95	baselines	7889	2499	Python	315	OpenAI Baselines: high-quality implementations of reinforcement learning algorithms	2019-06-18T12:29:21Z
96	nltk	7858	2142	Python	386	NLTK Source	2019-06-14T05:23:15Z
97	mkdocs	7843	1171	Python	86	Project documentation with Markdown.	2019-06-17T22:58:51Z
98	tushare	7799	3180	Python	190	TuShare is a utility for crawling historical data of China stocks	2019-06-12T15:24:28Z
99	click	7700	767	Python	205	Python composable command line interface toolkit	2019-06-10T11:32:29Z
100	mycli	7681	467	Python	101	A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.	2019-06-03T01:45:36Z