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	68389	10542	Python	96	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-30T19:18:16Z
2	public-apis	58562	6142	Python	72	A collective list of free APIs for use in software and web development.	2019-06-20T13:53:24Z
3	Python	48505	14098	Python	205	All Algorithms implemented in Python	2019-07-01T20:42:55Z
4	thefuck	44545	2221	Python	161	Magnificent app which corrects your previous console command.	2019-06-26T18:38:50Z
5	django	42487	18286	Python	228	The Web framework for perfectionists with deadlines.	2019-07-01T17:38:09Z
6	keras	42331	16128	Python	2453	Deep Learning for humans	2019-07-02T01:41:48Z
7	awesome-machine-learning	40599	10195	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-06-25T14:25:26Z
8	requests	39176	7143	Python	240	Python HTTP Requests for Humans™ ✨🍰✨	2019-07-01T19:42:01Z
9	scrapy	33442	7868	Python	815	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-07-01T18:18:35Z
10	shadowsocks	30671	18697	Python	448	None	2019-06-14T03:17:23Z
11	XX-Net	28116	7609	Python	7739	a web proxy tool	2019-07-01T10:23:41Z
12	you-get	25403	5065	Python	318	⏬ Dumb downloader that scrapes the web	2019-07-02T02:52:17Z
13	home-assistant	24551	7160	Python	1297	🏡 Open source home automation that puts local control and privacy first	2019-07-02T02:51:34Z
14	Algorithm_Interview_Notes-Chinese	24170	7425	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
15	100-Days-Of-ML-Code	23910	5616	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
16	Deep-Learning-Papers-Reading-Roadmap	23334	5307	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-05-19T16:02:00Z
17	sentry	21323	2436	Python	895	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-07-02T00:56:53Z
18	Detectron	20901	4491	Python	248	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
19	jieba	19129	4971	Python	482	结巴中文分词	2019-07-01T11:43:53Z
20	tornado	17951	4986	Python	161	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
21	ItChat	17577	4069	Python	186	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。	2019-06-30T06:59:17Z
22	pipenv	17402	1288	Python	303	Python Development Workflow for Humans.	2019-06-28T07:53:33Z
23	compose	16548	2539	Python	497	Define and run multi-container applications with Docker	2019-06-24T10:16:31Z
24	mitmproxy	15469	2003	Python	270	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-06-29T01:26:29Z
25	algorithms	15305	2867	Python	53	Minimal examples of data structures and algorithms in Python	2019-06-20T16:08:09Z
26	wtfpython	15055	1429	Python	16	A collection of surprising Python snippets and lesser-known features.	2019-06-28T05:03:21Z
27	reddit	15032	2758	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
28	macOS-Security-and-Privacy-Guide	14903	1041	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
29	source-code-pro	14713	1220	Python	37	Monospaced font family for user interface and coding environments	2019-06-10T07:39:30Z
30	django-rest-framework	14580	4317	Python	186	Web APIs for Django. ⚡️	2019-07-02T02:14:46Z
31	chinese-poetry	14110	2474	Python	28	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
32	ZeroNet	13994	1803	Python	572	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-07-01T15:56:28Z
33	HelloGitHub	13883	1518	Python	31	:octocat: 分享 GitHub 上有趣、入门级的开源项目	2019-06-28T10:19:44Z
34	glances	13727	931	Python	114	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-06-20T18:50:00Z
35	spaCy	13681	2359	Python	159	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-06-29T12:52:48Z
36	algo	13633	1196	Python	50	Set up a personal IPSEC VPN in the cloud	2019-06-25T17:19:34Z
37	pyspider	13316	3267	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
38	hosts	12955	1142	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.	2019-06-28T17:14:33Z
39	airflow	12868	4670	Python	297	Apache Airflow	2019-07-02T02:53:20Z
40	celery	12835	3324	Python	367	Distributed Task Queue (development branch)	2019-06-30T10:23:10Z
41	TensorFlow-Course	12410	2358	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
42	luigi	11815	1954	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.	2019-06-27T09:45:26Z
43	Python	11652	6509	Python	80	My Python Examples	2019-06-30T17:32:58Z
44	fabric	11403	1729	Python	345	Simple, Pythonic remote execution and deployment.	2019-07-01T19:33:13Z
45	Awesome-Linux-Software	11237	1046	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-06-29T19:59:43Z
46	black	11160	565	Python	171	The uncompromising Python code formatter	2019-07-01T14:42:31Z
47	nginx-proxy	11096	2061	Python	533	Automated nginx proxy for Docker containers using docker-gen	2019-06-29T12:01:27Z
48	NLP-progress	10993	1796	Python	16	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.	2019-06-29T20:51:20Z
49	material-theme	10909	788	Python	4	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-06-20T21:25:40Z
50	tqdm	10614	559	Python	201	A Fast, Extensible Progress Bar for Python and CLI	2019-06-26T23:27:00Z
51	powerline	10482	807	Python	172	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
52	pix2code	10280	1059	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
53	salt	10038	4591	Python	2576	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-01T23:57:35Z
54	bokeh	9944	2612	Python	411	Interactive Web Plotting for Python	2019-07-02T02:23:59Z
55	requests-html	9815	588	Python	57	Pythonic HTML Parsing for Humans™	2019-05-31T17:23:28Z
56	d2l-zh	9764	2472	Python	1	《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。	2019-06-27T09:09:27Z
57	funNLP	9753	2686	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、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。	2019-06-29T11:10:10Z
58	Zappa	9353	1009	Python	563	Serverless Python	2019-06-28T15:44:20Z
59	neural-enhance	9310	1010	Python	121	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
60	examples	9229	4291	Python	168	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-06-20T16:54:16Z
61	neural-doodle	9148	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
62	tflearn	9135	2306	Python	555	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
63	inter	9008	175	Python	19	The Inter font family	2019-06-03T17:26:31Z
64	pelican	8870	1582	Python	145	Static site generator that supports Markdown and reST syntax. Powered by Python.	2019-07-01T11:55:59Z
65	wxpy	8835	1594	Python	269	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-06-21T02:36:31Z
66	mackup	8759	695	Python	290	Keep your application settings in sync (OS X/Linux)	2019-06-29T17:14:35Z
67	prophet	8732	2130	Python	84	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-07-01T12:04:31Z
68	ChromeAppHeroes	8728	722	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~	2019-06-28T01:06:38Z
69	awesome-python-login-model	8603	1632	Python	49	😮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🌟	2019-06-20T02:05:58Z
70	ChatterBot	8543	2977	Python	94	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-06-30T05:49:01Z
71	facenet	8478	3517	Python	397	Face recognition using Tensorflow	2019-05-25T02:03:02Z
72	newspaper	8311	1388	Python	298	News, full-text, and article metadata extraction in Python 3. Advanced docs:	2019-06-10T15:13:24Z
73	tensor2tensor	8221	2098	Python	417	Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.	2019-07-02T01:12:49Z
74	mailinabox	8213	873	Python	243	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.	2019-06-27T15:24:41Z
75	InstaPy	8188	2232	Python	167	📷 Instagram Bot - Tool for automated Instagram interactions	2019-07-02T02:15:08Z
76	termtosvg	7953	283	Python	13	Record terminal sessions as SVG animations	2019-07-01T12:23:56Z
77	baselines	7946	2549	Python	323	OpenAI Baselines: high-quality implementations of reinforcement learning algorithms	2019-06-27T17:12:39Z
78	nltk	7904	2154	Python	392	NLTK Source	2019-06-24T17:42:23Z
79	mkdocs	7898	1186	Python	89	Project documentation with Markdown.	2019-06-23T22:58:12Z
80	wtfpython-cn	7859	1468	Python	5	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
81	algo	7842	2285	Python	46	数据结构和算法必知必会的50个代码实现	2019-06-28T03:48:28Z
82	python-spider	7820	3078	Python	1	: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
83	ray	7818	1075	Python	751	A fast and simple framework for building and running distributed applications.	2019-07-02T02:50:59Z
84	click	7749	771	Python	208	Python composable command line interface toolkit	2019-06-20T18:56:55Z
85	mycli	7722	473	Python	103	A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.	2019-06-03T01:45:36Z
86	redis-py	7623	1683	Python	194	Redis Python Client	2019-06-28T10:51:40Z
87	wttr.in	7594	422	Python	103	⛅ The right way to check the weather	2019-06-28T18:02:11Z
88	pytorch-pretrained-BERT	7510	1913	Python	151	📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.	2019-07-01T21:58:39Z
89	http-prompt	7416	277	Python	29	HTTPie + prompt_toolkit = an interactive command-line HTTP client featuring autocomplete and syntax highlighting	2019-06-14T07:56:17Z
90	ungoogled-chromium	7378	313	Python	64	Google Chromium, sans integration with Google	2019-06-24T02:44:54Z
91	eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee	7232	668	Python	227	eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee	2019-05-11T05:13:48Z
92	coursera-dl	7230	1733	Python	126	Script for downloading Coursera.org videos and naming them.	2019-05-03T07:59:44Z
93	12306	7188	2168	Python	27	12306智能刷票，订票	2019-06-25T12:17:24Z
94	universe	7077	852	Python	0	Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.	2018-04-05T18:58:15Z
95	portia	7073	1121	Python	97	Visual scraping for Scrapy	2019-06-18T19:02:31Z
96	awesome-aws	7068	760	Python	36	A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.	2019-07-01T01:23:55Z
97	pattern	7016	1383	Python	135	Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.	2019-06-26T16:56:53Z
98	bcc	6990	1188	Python	352	BCC - Tools for BPF-based Linux IO analysis, networking, monitoring, and more	2019-07-02T00:51:58Z
99	thumbor	6960	623	Python	91	thumbor is an open-source photo thumbnail service by globo.com	2019-06-27T15:36:37Z
100	explainshell	6847	443	Python	95	match command-line arguments to their help text	2019-05-29T22:01:42Z