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	79452	13180	Python	126	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-12-27T01:11:58Z
2	awesome-python	77414	15222	Python	15	A curated list of awesome Python frameworks, libraries, software and resources	2019-12-28T16:40:40Z
3	public-apis	68357	7703	Python	67	A collective list of free APIs for use in software and web development.	2020-01-01T00:25:47Z
4	Python	65009	19570	Python	31	All Algorithms implemented in Python	2019-12-29T16:56:20Z
5	models	60682	38560	Python	1930	Models and examples built with TensorFlow	2019-12-31T03:36:29Z
6	youtube-dl	59649	10347	Python	3141	Command-line program to download videos from YouTube.com and other video sites	2020-01-01T10:35:43Z
7	thefuck	51217	2574	Python	210	Magnificent app which corrects your previous console command.	2019-12-29T16:28:30Z
8	flask	48201	13155	Python	28	The Python micro framework for building web applications.	2019-12-29T14:23:20Z
9	keras	46236	17522	Python	2764	Deep Learning for humans	2020-01-01T09:14:40Z
10	django	46200	19941	Python	247	The Web framework for perfectionists with deadlines.	2019-12-31T18:51:54Z
11	httpie	45222	2929	Python	146	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	43070	10886	Python	4	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-12-22T21:48:19Z
13	requests	41192	7488	Python	299	A simple, yet elegant HTTP library.	2020-01-01T00:49:19Z
14	ansible	41135	17850	Python	6354	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/	2020-01-01T10:15:49Z
15	scikit-learn	38731	18957	Python	2048	scikit-learn: machine learning in Python	2020-01-01T03:11:18Z
16	scrapy	35584	8248	Python	713	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-12-31T14:51:57Z
17	big-list-of-naughty-strings	34088	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	32110	19644	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	30916	8509	Python	417	The world's simplest facial recognition api for Python and the command line	2019-12-25T20:30:36Z
20	home-assistant	30419	8890	Python	1049	🏡 Open source home automation that puts local control and privacy first	2020-01-01T10:50:30Z
21	you-get	29592	5864	Python	322	⏬ Dumb downloader that scrapes the web	2019-12-28T20:42:52Z
22	XX-Net	29190	7781	Python	7369	a web proxy tool	2019-09-19T15:57:39Z
23	cpython	28579	12966	Python	1041	The Python programming language	2020-01-01T10:35:06Z
24	faceswap	28319	9076	Python	16	Deepfakes Software For All	2019-12-31T17:27:54Z
25	100-Days-Of-ML-Code	27519	6830	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
26	12306	26338	8328	Python	178	12306智能刷票，订票	2020-01-01T04:55:16Z
27	certbot	26073	2756	Python	621	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.	2019-12-30T21:39:51Z
28	CppCoreGuidelines	25629	3394	Python	153	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-12-31T13:45:24Z
29	Deep-Learning-Papers-Reading-Roadmap	25088	5724	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
30	sentry	23446	2668	Python	1017	Sentry is cross-platform application monitoring, with a focus on error reporting.	2020-01-01T00:52:12Z
31	interview_internal_reference	23418	6477	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
32	HelloGitHub	23270	3145	Python	12	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2019-12-30T02:30:04Z
33	python-patterns	23218	4931	Python	9	A collection of design patterns/idioms in Python	2019-12-14T17:05:48Z
34	pandas	22868	9115	Python	3261	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-01T10:13:31Z
35	Detectron	22614	4993	Python	292	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
36	AiLearning	22403	7856	Python	29	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
37	localstack	22200	1582	Python	271	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-12-30T22:32:04Z
38	jieba	21400	5412	Python	516	结巴中文分词	2020-01-01T10:47:37Z
39	bert	20683	5598	Python	604	TensorFlow code and pre-trained models for BERT	2019-12-31T19:16:39Z
40	linux-insides	20572	2256	Python	32	A little bit about a linux kernel	2019-12-16T12:02:52Z
41	YouCompleteMe	20417	2335	Python	47	A code-completion engine for Vim	2019-12-31T00:57:21Z
42	transformers	19903	4471	Python	394	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-12-31T17:48:45Z
43	ItChat	19477	4532	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	19306	5368	Python	73	A toolkit for developing and comparing reinforcement learning algorithms.	2019-12-31T15:00:05Z
45	pipenv	19258	1448	Python	364	Python Development Workflow for Humans.	2019-12-30T01:33:03Z
46	interactive-coding-challenges	18808	2870	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
47	tornado	18698	5124	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-24T12:33:00Z
48	compose	18301	2887	Python	334	Define and run multi-container applications with Docker	2019-12-30T13:31:45Z
49	incubator-mxnet	18232	6485	Python	1632	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-01-01T05:59:19Z
50	wtfpython	18096	1693	Python	22	Exploring Python through counter-intuitive snippets. If you think you know Python, think once more!	2019-12-31T10:40:54Z
51	cheat.sh	17920	873	Python	53	the only cheat sheet you need	2019-10-30T16:45:29Z
52	data-science-ipython-notebooks	17814	5484	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
53	HanLP	17427	4845	Python	100	Natural Language Processing for the next decade	2020-01-01T09:57:16Z
54	mitmproxy	17380	2236	Python	274	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-12-31T15:35:35Z
55	algorithms	16554	3272	Python	97	Minimal examples of data structures and algorithms in Python	2019-12-26T09:31:09Z
56	algo	16351	1403	Python	55	Set up a personal VPN in the cloud	2019-12-20T10:51:33Z
57	odoo	16245	11498	Python	2558	Odoo. Open Source Apps To Grow Your Business.	2020-01-01T10:54:44Z
58	django-rest-framework	16224	4759	Python	226	Web APIs for Django. 🎸	2019-12-29T05:49:21Z
59	manim	16074	1905	Python	167	Animation engine for explanatory math videos	2020-01-01T01:16:13Z
60	python-fire	16028	968	Python	62	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-12-13T22:10:15Z
61	sqlmap	16017	3474	Python	46	Automatic SQL injection and database takeover tool	2019-12-31T10:03:20Z
62	Python	16016	7896	Python	111	My Python Examples	2019-12-28T10:37:00Z
63	funNLP	15900	4754	Python	5	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。	2019-12-27T03:10:29Z
64	d2l-zh	15564	3953	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	macOS-Security-and-Privacy-Guide	15437	1094	Python	9	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
66	spaCy	15419	2710	Python	178	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-12-31T18:45:40Z
67	Mask_RCNN	15298	7083	Python	1240	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-12-31T17:45:14Z
68	reddit	15241	2801	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
69	airflow	15129	5709	Python	268	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2020-01-01T09:53:04Z
70	ZeroNet	15081	1969	Python	632	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-12-31T17:15:25Z
71	pytorch-tutorial	15011	4703	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
72	ML-From-Scratch	14898	2807	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	glances	14822	995	Python	128	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-12-26T10:09:31Z
74	Real-Time-Voice-Cloning	14523	2514	Python	86	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-12-10T23:42:17Z
75	magenta	14444	2923	Python	225	Magenta: Music and Art Generation with Machine Intelligence	2019-12-23T17:00:07Z
76	hosts	14267	1265	Python	64	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.	2019-12-30T05:27:44Z
77	celery	14177	3568	Python	382	Distributed Task Queue (development branch)	2019-12-29T20:19:05Z
78	black	14058	767	Python	277	The uncompromising Python code formatter	2020-01-01T05:21:33Z
79	pyspider	13986	3419	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
80	ipython	13958	3928	Python	1259	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-12-28T10:01:02Z
81	wechat_jump_game	13922	4652	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
82	TensorFlow-Course	13874	2785	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
83	NLP-progress	13591	2352	Python	21	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.	2019-12-30T12:29:03Z
84	sanic	13281	1242	Python	59	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-12-30T18:25:18Z
85	PySnooper	13101	808	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
86	algo	12968	3932	Python	76	数据结构和算法必知必会的50个代码实现	2019-12-23T03:28:43Z
87	bitcoinbook	12899	3740	Python	81	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-12-04T03:40:15Z
88	tqdm	12783	661	Python	222	A Fast, Extensible Progress Bar for Python and CLI	2019-12-31T17:39:40Z
89	luigi	12695	2071	Python	57	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.	2019-12-30T13:45:52Z
90	bokeh	12592	3176	Python	472	Interactive Data Visualization in the browser, from Python	2019-12-30T19:33:28Z
91	ChromeAppHeroes	12587	1223	Python	7	🌈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~	2019-12-30T01:11:47Z
92	nginx-proxy	12187	2218	Python	578	Automated nginx proxy for Docker containers using docker-gen	2019-12-31T12:55:09Z
93	GitHub-Chinese-Top-Charts	12078	1586	Python	35	🇨🇳 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	fabric	11960	1789	Python	380	Simple, Pythonic remote execution and deployment.	2019-12-18T13:11:46Z
95	Awesome-Linux-Software	11860	1142	Python	12	A list of awesome applications, software, tools and other materials for Linux distros.	2019-12-30T07:16:28Z
96	locust	11775	1679	Python	38	Scalable user load testing tool written in Python	2019-12-30T20:31:31Z
97	learn-anything	11737	771	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
98	DeepFaceLab	11677	2672	Python	159	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).	2020-01-01T07:15:59Z
99	wxpy	11602	2037	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
100	PayloadsAllTheThings	11536	3617	Python	10	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-12-31T15:14:03Z