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	81772	13683	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	78683	15481	Python	28	A curated list of awesome Python frameworks, libraries, software and resources	2020-01-29T08:55:42Z
3	public-apis	69846	7889	Python	82	A collective list of free APIs for use in software and web development.	2020-01-29T04:47:42Z
4	Python	66074	19973	Python	35	All Algorithms implemented in Python	2020-01-29T06:12:40Z
5	models	61299	39009	Python	1986	Models and examples built with TensorFlow	2020-01-29T02:50:19Z
6	youtube-dl	60930	10568	Python	3168	Command-line program to download videos from YouTube.com and other video sites	2020-01-29T07:52:43Z
7	thefuck	51760	2594	Python	211	Magnificent app which corrects your previous console command.	2020-01-13T22:28:21Z
8	flask	48621	13219	Python	34	The Python micro framework for building web applications.	2020-01-22T15:16:00Z
9	django	46854	20198	Python	231	The Web framework for perfectionists with deadlines.	2020-01-29T10:47:05Z
10	keras	46573	17652	Python	2814	Deep Learning for humans	2020-01-29T09:02:52Z
11	httpie	45632	2949	Python	154	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	43382	10976	Python	3	A curated list of awesome Machine Learning frameworks, libraries and software.	2020-01-28T13:52:46Z
13	requests	41458	7516	Python	309	A simple, yet elegant HTTP library.	2020-01-29T09:41:45Z
14	scikit-learn	39114	19164	Python	2123	scikit-learn: machine learning in Python	2020-01-29T10:57:50Z
15	scrapy	35891	8314	Python	715	Scrapy, a fast high-level web crawling & scraping framework for Python.	2020-01-29T03:06:35Z
16	big-list-of-naughty-strings	34713	1521	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
17	shadowsocks	32209	19572	Python	449	None	2019-11-06T02:01:03Z
18	face_recognition	31472	8747	Python	433	The world's simplest facial recognition api for Python and the command line	2020-01-24T09:07:27Z
19	home-assistant	31211	9246	Python	1037	🏡 Open source home automation that puts local control and privacy first	2020-01-29T10:21:02Z
20	you-get	30228	6004	Python	322	⏬ Dumb downloader that scrapes the web	2020-01-29T00:12:08Z
21	XX-Net	29271	7804	Python	7372	a web proxy tool	2020-01-20T04:25:03Z
22	cpython	29065	13228	Python	1022	The Python programming language	2020-01-29T09:25:19Z
23	faceswap	28804	9247	Python	17	Deepfakes Software For All	2020-01-26T00:35:24Z
24	12306	28346	9077	Python	229	12306智能刷票，订票	2020-01-28T22:48:30Z
25	100-Days-Of-ML-Code	27749	6931	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	26173	2780	Python	607	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.	2020-01-29T01:15:11Z
27	CppCoreGuidelines	25942	3430	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
28	Deep-Learning-Papers-Reading-Roadmap	25425	5812	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
29	HelloGitHub	24824	3501	Python	8	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2020-01-28T20:31:21Z
30	sentry	23704	2690	Python	999	Sentry is cross-platform application monitoring, with a focus on error reporting.	2020-01-29T09:55:32Z
31	interview_internal_reference	23701	6572	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	python-patterns	23512	4996	Python	8	A collection of design patterns/idioms in Python	2020-01-11T23:38:59Z
33	pandas	23246	9248	Python	3241	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-29T07:25:03Z
34	AiLearning	22894	7986	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
35	localstack	22753	1625	Python	269	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-01-29T09:55:38Z
36	Detectron	22743	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	jieba	21691	5457	Python	521	结巴中文分词	2020-01-20T14:23:50Z
38	transformers	21360	4768	Python	458	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-01-29T08:34:53Z
39	bert	21227	5796	Python	621	TensorFlow code and pre-trained models for BERT	2020-01-17T23:31:04Z
40	linux-insides	20678	2273	Python	35	A little bit about a linux kernel	2019-12-16T12:02:52Z
41	YouCompleteMe	20556	2352	Python	34	A code-completion engine for Vim	2020-01-28T21:51:10Z
42	ItChat	19673	4580	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
43	gym	19533	5453	Python	79	A toolkit for developing and comparing reinforcement learning algorithms.	2020-01-26T21:10:31Z
44	pipenv	19474	1473	Python	379	Python Development Workflow for Humans.	2020-01-27T01:57:10Z
45	interactive-coding-challenges	19025	2909	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
46	wtfpython	18999	1763	Python	23	If you think you know Python, think once more!	2020-01-20T08:53:21Z
47	tornado	18775	5134	Python	189	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2020-01-19T22:58:43Z
48	compose	18519	2914	Python	294	Define and run multi-container applications with Docker	2020-01-28T15:33:37Z
49	incubator-mxnet	18329	6522	Python	1705	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-01-29T08:08:48Z
50	cheat.sh	18110	884	Python	58	the only cheat sheet you need	2020-01-23T14:13:15Z
51	data-science-ipython-notebooks	17924	5523	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	HanLP	17763	4939	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
53	mitmproxy	17691	2289	Python	248	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2020-01-27T21:47:58Z
54	algo	16727	1422	Python	61	Set up a personal VPN in the cloud	2020-01-29T07:21:42Z
55	algorithms	16693	3320	Python	99	Minimal examples of data structures and algorithms in Python	2020-01-12T05:58:05Z
56	manim	16629	1975	Python	177	Animation engine for explanatory math videos	2020-01-28T17:39:59Z
57	funNLP	16510	4948	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
58	odoo	16467	11628	Python	2490	Odoo. Open Source Apps To Grow Your Business.	2020-01-29T11:01:37Z
59	django-rest-framework	16433	4807	Python	240	Web APIs for Django. 🎸	2020-01-29T09:20:52Z
60	sqlmap	16305	3520	Python	47	Automatic SQL injection and database takeover tool	2020-01-28T09:01:27Z
61	Python	16199	7995	Python	111	My Python Examples	2020-01-23T11:23:12Z
62	python-fire	16195	989	Python	67	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2020-01-28T21:23:59Z
63	d2l-zh	15879	4052	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。	2020-01-29T01:33:22Z
64	spaCy	15600	2752	Python	182	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-01-28T20:58:50Z
65	Mask_RCNN	15554	7231	Python	1270	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-01-29T10:50:35Z
66	macOS-Security-and-Privacy-Guide	15500	1105	Python	10	Guide to securing and improving privacy on macOS	2020-01-29T09:03:36Z
67	airflow	15428	5857	Python	271	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2020-01-29T10:55:48Z
68	ML-From-Scratch	15316	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
69	pytorch-tutorial	15275	4796	Python	54	PyTorch Tutorial for Deep Learning Researchers	2020-01-27T15:11:32Z
70	reddit	15274	2799	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
71	ZeroNet	15168	1971	Python	639	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2020-01-28T15:59:21Z
72	Real-Time-Voice-Cloning	14956	2632	Python	100	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2020-01-27T03:05:59Z
73	glances	14952	1007	Python	129	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
74	magenta	14554	2947	Python	232	Magenta: Music and Art Generation with Machine Intelligence	2020-01-28T20:36:21Z
75	hosts	14488	1290	Python	63	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
76	black	14403	798	Python	285	The uncompromising Python code formatter	2020-01-26T13:31:50Z
77	celery	14324	3589	Python	409	Distributed Task Queue (development branch)	2020-01-29T10:57:42Z
78	NLP-progress	14252	2443	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.	2020-01-29T10:33:26Z
79	GitHub-Chinese-Top-Charts	14249	1858	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	pyspider	14030	3429	Python	257	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
81	ipython	13993	3942	Python	1278	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-01-27T19:46:07Z
82	TensorFlow-Course	13935	2783	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
83	wechat_jump_game	13913	4646	Python	30	微信《跳一跳》Python 辅助	2020-01-28T22:11:05Z
84	algo	13479	4137	Python	81	数据结构和算法必知必会的50个代码实现	2020-01-28T12:49:08Z
85	sanic	13417	1251	Python	54	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-01-27T06:08:36Z
86	PySnooper	13177	812	Python	13	Never use print for debugging again	2019-12-14T13:35:08Z
87	tqdm	13099	675	Python	226	A Fast, Extensible Progress Bar for Python and CLI	2020-01-28T09:04:25Z
88	bitcoinbook	12976	3768	Python	83	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-01-10T18:31:40Z
89	Awesome-Linux-Software	12934	1291	Python	14	A list of awesome applications, software, tools and other materials for Linux distros.	2020-01-22T06:24:15Z
90	luigi	12820	2078	Python	54	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.	2020-01-28T21:53:23Z
91	bokeh	12742	3209	Python	474	Interactive Data Visualization in the browser, from Python	2020-01-29T07:36:31Z
92	nginx-proxy	12398	2247	Python	586	Automated nginx proxy for Docker containers using docker-gen	2020-01-25T18:09:09Z
93	DeepFaceLab	12193	2788	Python	185	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).	2020-01-29T06:56:00Z
94	fabric	12023	1796	Python	385	Simple, Pythonic remote execution and deployment.	2020-01-28T23:52:26Z
95	PayloadsAllTheThings	11982	3796	Python	11	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-01-28T23:06:58Z
96	locust	11947	1698	Python	33	Scalable user load testing tool written in Python	2020-01-29T08:14:05Z
97	CheatSheetSeries	11834	1639	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
98	learn-anything	11795	776	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
99	wxpy	11736	2069	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
100	examples	11689	5481	Python	235	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2020-01-28T22:15:33Z