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	81710	13674	Python	133	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-01-26T22:41:54Z
2	awesome-python	78631	15469	Python	26	A curated list of awesome Python frameworks, libraries, software and resources	2020-01-27T07:19:06Z
3	public-apis	69771	7875	Python	81	A collective list of free APIs for use in software and web development.	2020-01-26T16:02:50Z
4	Python	66036	19964	Python	37	All Algorithms implemented in Python	2020-01-27T21:09:51Z
5	models	61278	38995	Python	1986	Models and examples built with TensorFlow	2020-01-28T03:41:55Z
6	youtube-dl	60837	10557	Python	3161	Command-line program to download videos from YouTube.com and other video sites	2020-01-28T10:24:41Z
7	thefuck	51740	2594	Python	212	Magnificent app which corrects your previous console command.	2020-01-13T22:28:21Z
8	flask	48601	13215	Python	34	The Python micro framework for building web applications.	2020-01-22T15:16:00Z
9	django	46824	20190	Python	238	The Web framework for perfectionists with deadlines.	2020-01-28T10:48:16Z
10	keras	46558	17641	Python	2810	Deep Learning for humans	2020-01-28T02:40:46Z
11	httpie	45617	2950	Python	153	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	2020-01-24T15:21:22Z
12	awesome-machine-learning	43372	10967	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2020-01-27T17:15:16Z
13	ansible	41517	18105	Python	6366	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/	2020-01-28T10:29:11Z
14	requests	41449	7516	Python	307	A simple, yet elegant HTTP library.	2020-01-28T09:19:18Z
15	scikit-learn	39097	19154	Python	2117	scikit-learn: machine learning in Python	2020-01-28T10:59:15Z
16	scrapy	35879	8309	Python	717	Scrapy, a fast high-level web crawling & scraping framework for Python.	2020-01-27T20:41:00Z
17	big-list-of-naughty-strings	34703	1520	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.	2020-01-18T15:58:53Z
18	shadowsocks	32208	19571	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	31455	8742	Python	432	The world's simplest facial recognition api for Python and the command line	2020-01-24T09:07:27Z
20	home-assistant	31164	9234	Python	1039	🏡 Open source home automation that puts local control and privacy first	2020-01-28T10:58:42Z
21	you-get	30211	6003	Python	321	⏬ Dumb downloader that scrapes the web	2020-01-26T23:33:09Z
22	XX-Net	29269	7804	Python	7372	a web proxy tool	2020-01-20T04:25:03Z
23	cpython	29046	13219	Python	1021	The Python programming language	2020-01-28T10:52:48Z
24	faceswap	28788	9242	Python	17	Deepfakes Software For All	2020-01-26T00:35:24Z
25	12306	28346	9074	Python	229	12306智能刷票，订票	2020-01-11T06:34:04Z
26	100-Days-Of-ML-Code	27744	6923	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
27	certbot	26171	2779	Python	605	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.	2020-01-28T00:50:38Z
28	CppCoreGuidelines	25933	3426	Python	150	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-01-20T20:45:26Z
29	Deep-Learning-Papers-Reading-Roadmap	25417	5809	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
30	HelloGitHub	24802	3496	Python	32	: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
31	interview_internal_reference	23694	6571	Python	16	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。	2020-01-24T09:00:28Z
32	sentry	23693	2691	Python	999	Sentry is cross-platform application monitoring, with a focus on error reporting.	2020-01-28T10:29:30Z
33	python-patterns	23500	4993	Python	8	A collection of design patterns/idioms in Python	2020-01-11T23:38:59Z
34	pandas	23233	9239	Python	3232	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-28T10:27:54Z
35	AiLearning	22880	7979	Python	30	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2020-01-03T08:57:30Z
36	Detectron	22739	5014	Python	294	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-01-22T07:51:43Z
37	localstack	22637	1615	Python	266	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-01-26T22:04:40Z
38	jieba	21682	5455	Python	521	结巴中文分词	2020-01-20T14:23:50Z
39	transformers	21322	4755	Python	455	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-01-28T10:45:26Z
40	bert	21209	5788	Python	621	TensorFlow code and pre-trained models for BERT	2020-01-17T23:31:04Z
41	linux-insides	20675	2273	Python	35	A little bit about a linux kernel	2019-12-16T12:02:52Z
42	YouCompleteMe	20555	2350	Python	34	A code-completion engine for Vim	2020-01-26T19:58:55Z
43	ItChat	19664	4579	Python	214	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。	2020-01-10T06:17:28Z
44	gym	19518	5448	Python	80	A toolkit for developing and comparing reinforcement learning algorithms.	2020-01-26T21:10:31Z
45	pipenv	19471	1473	Python	376	Python Development Workflow for Humans.	2020-01-27T01:57:10Z
46	interactive-coding-challenges	19018	2908	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
47	wtfpython	18978	1761	Python	23	If you think you know Python, think once more!	2020-01-20T08:53:21Z
48	tornado	18773	5134	Python	189	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2020-01-19T22:58:43Z
49	compose	18508	2916	Python	294	Define and run multi-container applications with Docker	2020-01-27T14:06:35Z
50	incubator-mxnet	18325	6519	Python	1698	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-01-28T08:04:51Z
51	cheat.sh	18100	884	Python	58	the only cheat sheet you need	2020-01-23T14:13:15Z
52	data-science-ipython-notebooks	17921	5522	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	17757	4937	Python	6	中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理	2020-01-26T16:34:58Z
54	mitmproxy	17676	2287	Python	248	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2020-01-27T21:47:58Z
55	algorithms	16691	3319	Python	99	Minimal examples of data structures and algorithms in Python	2020-01-12T05:58:05Z
56	algo	16683	1421	Python	62	Set up a personal VPN in the cloud	2020-01-27T07:25:55Z
57	manim	16606	1972	Python	176	Animation engine for explanatory math videos	2020-01-21T01:23:10Z
58	funNLP	16507	4944	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、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。	2020-01-24T23:55:59Z
59	odoo	16461	11621	Python	2481	Odoo. Open Source Apps To Grow Your Business.	2020-01-28T11:01:22Z
60	django-rest-framework	16426	4803	Python	238	Web APIs for Django. 🎸	2020-01-28T05:18:25Z
61	sqlmap	16298	3519	Python	47	Automatic SQL injection and database takeover tool	2020-01-28T09:01:27Z
62	Python	16194	7990	Python	111	My Python Examples	2020-01-23T11:23:12Z
63	python-fire	16192	988	Python	68	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2020-01-27T21:19:45Z
64	d2l-zh	15871	4049	Python	2	《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。	2020-01-27T22:45:43Z
65	spaCy	15591	2751	Python	179	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-01-28T10:37:55Z
66	Mask_RCNN	15544	7226	Python	1269	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-01-21T12:08:45Z
67	macOS-Security-and-Privacy-Guide	15497	1104	Python	9	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
68	airflow	15416	5854	Python	269	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2020-01-28T08:36:26Z
69	ML-From-Scratch	15312	2922	Python	28	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.	2020-01-02T13:04:25Z
70	reddit	15274	2799	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
71	pytorch-tutorial	15265	4787	Python	53	PyTorch Tutorial for Deep Learning Researchers	2020-01-27T15:11:32Z
72	ZeroNet	15162	1972	Python	643	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2020-01-24T15:05:26Z
73	Real-Time-Voice-Cloning	14940	2630	Python	99	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2020-01-27T03:05:59Z
74	glances	14940	1005	Python	128	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-01-22T17:28:02Z
75	magenta	14548	2947	Python	232	Magenta: Music and Art Generation with Machine Intelligence	2020-01-25T11:40:09Z
76	hosts	14474	1291	Python	61	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.	2020-01-24T21:44:25Z
77	black	14388	794	Python	285	The uncompromising Python code formatter	2020-01-26T13:31:50Z
78	celery	14318	3588	Python	408	Distributed Task Queue (development branch)	2020-01-27T15:59:15Z
79	GitHub-Chinese-Top-Charts	14237	1852	Python	46	🇨🇳 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！（提前祝贺大家春节快乐，春运一路畅通！）	2020-01-18T14:32:14Z
80	NLP-progress	14179	2436	Python	19	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.	2020-01-18T09:31:24Z
81	pyspider	14026	3428	Python	257	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
82	ipython	13993	3942	Python	1277	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-01-27T19:46:07Z
83	TensorFlow-Course	13934	2783	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
84	wechat_jump_game	13912	4646	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
85	algo	13467	4131	Python	81	数据结构和算法必知必会的50个代码实现	2020-01-11T08:55:35Z
86	sanic	13412	1249	Python	54	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-01-27T06:08:36Z
87	PySnooper	13174	812	Python	13	Never use print for debugging again	2019-12-14T13:35:08Z
88	tqdm	13091	675	Python	226	A Fast, Extensible Progress Bar for Python and CLI	2020-01-28T09:04:25Z
89	bitcoinbook	12972	3768	Python	83	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-01-10T18:31:40Z
90	Awesome-Linux-Software	12907	1284	Python	14	A list of awesome applications, software, tools and other materials for Linux distros.	2020-01-22T06:24:15Z
91	luigi	12814	2077	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.	2020-01-23T15:57:53Z
92	bokeh	12739	3207	Python	476	Interactive Data Visualization in the browser, from Python	2020-01-28T10:33:53Z
93	nginx-proxy	12390	2245	Python	585	Automated nginx proxy for Docker containers using docker-gen	2020-01-25T18:09:09Z
94	DeepFaceLab	12174	2783	Python	182	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).	2020-01-28T09:32:09Z
95	fabric	12022	1796	Python	384	Simple, Pythonic remote execution and deployment.	2020-01-10T21:21:20Z
96	PayloadsAllTheThings	11955	3784	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-01-27T19:13:29Z
97	locust	11937	1698	Python	33	Scalable user load testing tool written in Python	2020-01-28T08:21:16Z
98	CheatSheetSeries	11817	1635	Python	51	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2020-01-27T22:30:38Z
99	learn-anything	11795	776	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
100	wxpy	11732	2070	Python	290	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z