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	78554	13022	Python	124	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-12-22T13:53:46Z
2	awesome-python	77198	15170	Python	13	A curated list of awesome Python frameworks, libraries, software and resources	2019-12-21T13:35:53Z
3	public-apis	67949	7646	Python	61	A collective list of free APIs for use in software and web development.	2019-12-24T06:54:18Z
4	Python	64736	19459	Python	39	All Algorithms implemented in Python	2019-12-24T08:09:22Z
5	models	60519	38430	Python	1917	Models and examples built with TensorFlow	2019-12-22T18:55:23Z
6	youtube-dl	59359	10293	Python	3133	Command-line program to download videos from YouTube.com and other video sites	2019-12-24T11:00:53Z
7	thefuck	51084	2562	Python	211	Magnificent app which corrects your previous console command.	2019-12-23T16:57:44Z
8	flask	48115	13145	Python	29	The Python micro framework for building web applications.	2019-12-19T20:45:47Z
9	keras	46117	17481	Python	2749	Deep Learning for humans	2019-12-14T14:16:52Z
10	django	46072	19889	Python	249	The Web framework for perfectionists with deadlines.	2019-12-23T22:33:12Z
11	httpie	45153	2922	Python	144	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	2019-12-04T17:48:46Z
12	awesome-machine-learning	42995	10868	Python	4	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-12-22T21:48:19Z
13	requests	41133	7481	Python	298	A simple, yet elegant HTTP library.	2019-12-23T15:23:14Z
14	ansible	41019	17801	Python	6329	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/	2019-12-24T10:56:49Z
15	scikit-learn	38653	18939	Python	2054	scikit-learn: machine learning in Python	2019-12-24T10:56:11Z
16	scrapy	35506	8229	Python	713	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-12-24T00:08:32Z
17	big-list-of-naughty-strings	34056	1489	Python	60	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.	2019-12-01T23:20:27Z
18	shadowsocks	32082	19609	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	30741	8460	Python	417	The world's simplest facial recognition api for Python and the command line	2019-12-18T15:20:03Z
20	home-assistant	30197	8819	Python	1075	🏡 Open source home automation that puts local control and privacy first	2019-12-24T09:17:19Z
21	you-get	29370	5818	Python	331	⏬ Dumb downloader that scrapes the web	2019-12-17T14:39:38Z
22	XX-Net	29168	7780	Python	7367	a web proxy tool	2019-09-19T15:57:39Z
23	cpython	28432	12892	Python	1025	The Python programming language	2019-12-24T10:56:08Z
24	faceswap	28192	9034	Python	18	Deepfakes Software For All	2019-12-23T13:00:05Z
25	100-Days-Of-ML-Code	27415	6802	Python	51	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	26038	2751	Python	622	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.	2019-12-23T12:17:39Z
27	CppCoreGuidelines	25582	3380	Python	150	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-12-21T18:43:54Z
28	Deep-Learning-Papers-Reading-Roadmap	24758	5690	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
29	sentry	23380	2662	Python	998	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-12-24T01:17:19Z
30	interview_internal_reference	23271	6414	Python	14	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。	2019-12-18T08:47:44Z
31	python-patterns	23155	4917	Python	9	A collection of design patterns/idioms in Python	2019-12-14T17:05:48Z
32	pandas	22788	9089	Python	3333	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-12-24T10:34:03Z
33	HelloGitHub	22725	3001	Python	7	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-12-13T11:19:22Z
34	Detectron	22576	4985	Python	291	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
35	AiLearning	22257	7802	Python	30	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-12-17T12:05:02Z
36	localstack	22127	1577	Python	270	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-12-24T09:23:40Z
37	12306	21997	6944	Python	122	12306智能刷票，订票	2019-12-24T09:35:13Z
38	jieba	21309	5394	Python	512	结巴中文分词	2019-12-24T09:27:49Z
39	linux-insides	20537	2253	Python	32	A little bit about a linux kernel	2019-12-16T12:02:52Z
40	bert	20533	5558	Python	596	TensorFlow code and pre-trained models for BERT	2019-12-19T22:52:53Z
41	YouCompleteMe	20391	2335	Python	47	A code-completion engine for Vim	2019-12-21T22:27:52Z
42	transformers	19528	4398	Python	377	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-12-24T10:31:04Z
43	ItChat	19410	4523	Python	209	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
44	gym	19231	5352	Python	70	A toolkit for developing and comparing reinforcement learning algorithms.	2019-12-21T15:14:38Z
45	pipenv	19191	1445	Python	360	Python Development Workflow for Humans.	2019-12-24T04:15:37Z
46	interactive-coding-challenges	18754	2860	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
47	tornado	18673	5119	Python	184	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-23T22:31:02Z
48	compose	18240	2876	Python	336	Define and run multi-container applications with Docker	2019-12-23T13:32:09Z
49	incubator-mxnet	18196	6478	Python	1631	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-12-24T08:58:20Z
50	cheat.sh	17887	870	Python	52	the only cheat sheet you need	2019-10-30T16:45:29Z
51	data-science-ipython-notebooks	17781	5467	Python	11	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.	2019-10-25T10:21:39Z
52	mitmproxy	17286	2224	Python	276	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-12-21T10:31:16Z
53	wtfpython	17254	1642	Python	22	Exploring Python through counter-intuitive snippets. If you think you know Python, think once more!	2019-12-23T17:43:17Z
54	algorithms	16519	3259	Python	97	Minimal examples of data structures and algorithms in Python	2019-12-22T14:54:36Z
55	algo	16286	1396	Python	52	Set up a personal VPN in the cloud	2019-12-20T10:51:33Z
56	odoo	16172	11448	Python	2533	Odoo. Open Source Apps To Grow Your Business.	2019-12-24T10:48:05Z
57	django-rest-framework	16159	4741	Python	222	Web APIs for Django. 🎸	2019-12-23T19:18:55Z
58	python-fire	15987	969	Python	62	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-13T22:10:15Z
59	Python	15963	7869	Python	113	My Python Examples	2019-12-19T19:12:19Z
60	sqlmap	15960	3463	Python	48	Automatic SQL injection and database takeover tool	2019-12-23T11:19:57Z
61	manim	15917	1888	Python	163	Animation engine for explanatory math videos	2019-12-23T16:31:10Z
62	funNLP	15700	4702	Python	3	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。	2019-11-22T07:40:38Z
63	macOS-Security-and-Privacy-Guide	15419	1092	Python	7	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
64	d2l-zh	15417	3912	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。	2019-12-17T19:27:43Z
65	spaCy	15372	2703	Python	167	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-12-24T10:12:50Z
66	Mask_RCNN	15232	7055	Python	1233	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-12-22T15:08:54Z
67	reddit	15226	2799	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
68	ZeroNet	15051	1966	Python	635	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-12-21T02:30:33Z
69	airflow	15042	5689	Python	272	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2019-12-24T09:18:27Z
70	pytorch-tutorial	14914	4662	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
71	glances	14771	996	Python	128	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-12-17T20:28:48Z
72	ML-From-Scratch	14614	2752	Python	22	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.	2019-12-07T00:57:23Z
73	magenta	14414	2912	Python	226	Magenta: Music and Art Generation with Machine Intelligence	2019-12-23T17:00:07Z
74	Real-Time-Voice-Cloning	14380	2481	Python	84	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-12-10T23:42:17Z
75	hosts	14221	1261	Python	62	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.	2019-12-24T01:24:00Z
76	celery	14116	3558	Python	376	Distributed Task Queue (development branch)	2019-12-23T17:31:44Z
77	pyspider	13958	3416	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
78	black	13957	760	Python	274	The uncompromising Python code formatter	2019-12-22T21:58:10Z
79	ipython	13944	3922	Python	1262	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-12-22T21:16:24Z
80	wechat_jump_game	13921	4652	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
81	TensorFlow-Course	13850	2777	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
82	NLP-progress	13518	2337	Python	25	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.	2019-12-24T02:52:10Z
83	sanic	13242	1238	Python	55	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-12-24T06:49:59Z
84	PySnooper	13050	806	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
85	bitcoinbook	12879	3733	Python	81	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-12-04T03:40:15Z
86	algo	12769	3887	Python	75	数据结构和算法必知必会的50个代码实现	2019-12-23T03:28:43Z
87	tqdm	12691	655	Python	221	A Fast, Extensible Progress Bar for Python and CLI	2019-12-23T09:01:31Z
88	luigi	12673	2071	Python	62	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.	2019-12-24T03:48:58Z
89	bokeh	12544	3170	Python	473	Interactive Data Visualization in the browser, from Python	2019-12-24T02:10:42Z
90	ChromeAppHeroes	12148	1135	Python	6	🌈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~	2019-11-26T06:21:55Z
91	nginx-proxy	12141	2215	Python	578	Automated nginx proxy for Docker containers using docker-gen	2019-12-23T15:35:55Z
92	fabric	11945	1788	Python	380	Simple, Pythonic remote execution and deployment.	2019-12-18T13:11:46Z
93	GitHub-Chinese-Top-Charts	11920	1558	Python	36	🇨🇳 GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！	2019-12-08T07:10:42Z
94	Awesome-Linux-Software	11839	1141	Python	13	A list of awesome applications, software, tools and other materials for Linux distros.	2019-12-16T21:44:41Z
95	learn-anything	11726	769	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
96	locust	11722	1673	Python	37	Scalable user load testing tool written in Python	2019-12-22T21:02:37Z
97	wxpy	11572	2028	Python	289	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z
98	DeepFaceLab	11537	2642	Python	145	DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).	2019-12-24T10:07:11Z
99	PayloadsAllTheThings	11413	3578	Python	7	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-12-20T10:34:05Z
100	examples	11365	5298	Python	221	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-12-24T03:59:17Z