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	83847	14129	Python	137	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-02-17T02:00:45Z
2	awesome-python	79587	15661	Python	46	A curated list of awesome Python frameworks, libraries, software and resources	2020-02-18T13:11:19Z
3	public-apis	71095	8096	Python	81	A collective list of free APIs for use in software and web development.	2020-02-19T10:41:04Z
4	Python	67386	20375	Python	32	All Algorithms implemented in Python	2020-02-25T06:18:17Z
5	youtube-dl	62102	10757	Python	3182	Command-line program to download videos from YouTube.com and other video sites	2020-02-24T20:45:10Z
6	models	61852	39500	Python	1274	Models and examples built with TensorFlow	2020-02-25T04:28:23Z
7	thefuck	52228	2622	Python	216	Magnificent app which corrects your previous console command.	2020-02-24T21:50:22Z
8	flask	49039	13289	Python	23	The Python micro framework for building web applications.	2020-02-22T17:40:19Z
9	django	47394	20474	Python	242	The Web framework for perfectionists with deadlines.	2020-02-25T08:42:14Z
10	keras	46938	17781	Python	2882	Deep Learning for humans	2020-02-24T08:25:07Z
11	httpie	45853	2959	Python	161	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	43631	11037	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2020-02-22T15:43:17Z
13	ansible	41927	18413	Python	6322	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/	2020-02-25T09:45:30Z
14	requests	41710	7573	Python	260	A simple, yet elegant HTTP library.	2020-02-24T17:38:11Z
15	scikit-learn	39465	19293	Python	2150	scikit-learn: machine learning in Python	2020-02-25T10:57:31Z
16	scrapy	36152	8384	Python	712	Scrapy, a fast high-level web crawling & scraping framework for Python.	2020-02-25T08:12:03Z
17	big-list-of-naughty-strings	34932	1536	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	32351	19674	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	32316	8942	Python	439	The world's simplest facial recognition api for Python and the command line	2020-02-20T14:20:21Z
20	home-assistant	31682	9553	Python	1015	🏡 Open source home automation that puts local control and privacy first	2020-02-25T09:58:30Z
21	you-get	30920	6149	Python	323	⏬ Dumb downloader that scrapes the web	2020-02-14T16:37:01Z
22	XX-Net	29536	7841	Python	7416	a web proxy tool	2020-02-20T11:05:56Z
23	cpython	29480	13610	Python	1053	The Python programming language	2020-02-25T10:11:11Z
24	faceswap	29191	9358	Python	16	Deepfakes Software For All	2020-02-25T10:04:18Z
25	12306	28405	9112	Python	230	12306智能刷票，订票	2020-01-28T22:48:30Z
26	100-Days-Of-ML-Code	27918	6985	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
27	HelloGitHub	27083	3871	Python	25	:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目	2020-01-29T13:52:08Z
28	certbot	26309	2803	Python	612	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.	2020-02-25T10:40:56Z
29	CppCoreGuidelines	26289	3480	Python	152	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-02-24T16:19:08Z
30	Deep-Learning-Papers-Reading-Roadmap	25615	5868	Python	75	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
31	interview_internal_reference	24082	6653	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	23969	2726	Python	1036	Sentry is cross-platform application monitoring, with a focus on error reporting.	2020-02-25T10:32:51Z
33	python-patterns	23761	5036	Python	8	A collection of design patterns/idioms in Python	2020-02-12T21:05:56Z
34	pandas	23707	9452	Python	3391	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-02-25T10:50:12Z
35	AiLearning	23321	8104	Python	30	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2020-02-05T03:39:14Z
36	localstack	23200	1683	Python	287	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-02-25T08:55:39Z
37	Detectron	22864	5041	Python	297	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-01-22T07:51:43Z
38	transformers	22587	5038	Python	432	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-02-25T10:40:47Z
39	jieba	21933	5486	Python	529	结巴中文分词	2020-02-18T14:47:58Z
40	bert	21628	5938	Python	635	TensorFlow code and pre-trained models for BERT	2020-01-17T23:31:04Z
41	linux-insides	20778	2296	Python	36	A little bit about a linux kernel	2020-02-22T08:25:47Z
42	YouCompleteMe	20674	2373	Python	32	A code-completion engine for Vim	2020-02-22T10:18:44Z
43	ItChat	19825	4617	Python	218	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	19782	5558	Python	90	A toolkit for developing and comparing reinforcement learning algorithms.	2020-02-25T03:14:32Z
45	pipenv	19662	1485	Python	396	Python Development Workflow for Humans.	2020-02-24T18:29:56Z
46	wtfpython	19342	1803	Python	25	If you think you know Python, think once more!	2020-02-15T21:01:41Z
47	interactive-coding-challenges	19215	2955	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
48	tornado	18822	5139	Python	193	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2020-02-22T23:39:16Z
49	compose	18768	2956	Python	303	Define and run multi-container applications with Docker	2020-02-24T22:15:01Z
50	incubator-mxnet	18413	6556	Python	1741	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-02-25T10:08:41Z
51	cheat.sh	18255	890	Python	60	the only cheat sheet you need	2020-02-12T22:11:21Z
52	HanLP	18085	5028	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 拼音简繁转换 自然语言处理	2020-02-24T11:13:11Z
53	data-science-ipython-notebooks	18051	5567	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
54	mitmproxy	17970	2320	Python	252	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2020-02-24T22:08:20Z
55	algo	17202	1456	Python	63	Set up a personal VPN in the cloud	2020-02-25T06:43:27Z
56	manim	17123	2064	Python	188	Animation engine for explanatory math videos	2020-02-22T04:28:44Z
57	funNLP	17068	5091	Python	1	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。	2020-02-05T07:02:46Z
58	algorithms	16832	3364	Python	103	Minimal examples of data structures and algorithms in Python	2020-02-25T07:27:52Z
59	odoo	16748	11762	Python	2649	Odoo. Open Source Apps To Grow Your Business.	2020-02-25T11:01:43Z
60	django-rest-framework	16648	4851	Python	243	Web APIs for Django. 🎸	2020-02-25T00:33:02Z
61	sqlmap	16496	3577	Python	48	Automatic SQL injection and database takeover tool	2020-02-20T15:52:21Z
62	Python	16426	8082	Python	111	My Python Examples	2020-02-22T09:35:56Z
63	python-fire	16334	998	Python	68	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2020-02-25T08:38:34Z
64	d2l-zh	16207	4146	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。	2020-02-18T02:20:58Z
65	spaCy	15880	2796	Python	186	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-02-24T21:17:56Z
66	airflow	15796	5985	Python	255	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2020-02-25T11:00:12Z
67	Mask_RCNN	15786	7400	Python	1296	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-02-24T13:56:24Z
68	ML-From-Scratch	15602	2997	Python	29	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.	2020-01-29T17:50:42Z
69	macOS-Security-and-Privacy-Guide	15591	1116	Python	2	Guide to securing and improving privacy on macOS	2020-02-07T01:06:12Z
70	pytorch-tutorial	15575	4914	Python	54	PyTorch Tutorial for Deep Learning Researchers	2020-01-27T15:11:32Z
71	ZeroNet	15369	2000	Python	646	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2020-02-24T16:56:16Z
72	Real-Time-Voice-Cloning	15325	2749	Python	113	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2020-01-27T03:05:59Z
73	reddit	15304	2816	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
74	glances	15151	1015	Python	143	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-02-16T18:24:36Z
75	black	14832	821	Python	304	The uncompromising Python code formatter	2020-02-23T17:40:24Z
76	NLP-progress	14683	2497	Python	20	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.	2020-02-25T06:42:06Z
77	magenta	14678	2978	Python	233	Magenta: Music and Art Generation with Machine Intelligence	2020-02-25T01:46:32Z
78	hosts	14674	1311	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.	2020-02-24T18:28:17Z
79	GitHub-Chinese-Top-Charts	14657	1917	Python	47	🇨🇳 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	celery	14466	3614	Python	419	Distributed Task Queue (development branch)	2020-02-21T20:13:23Z
81	pyspider	14103	3441	Python	261	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
82	TensorFlow-Course	14033	2801	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
83	ipython	14031	3958	Python	1286	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-02-24T15:47:18Z
84	wechat_jump_game	13922	4643	Python	30	微信《跳一跳》Python 辅助	2020-01-28T22:11:05Z
85	algo	13790	4257	Python	86	数据结构和算法必知必会的50个代码实现	2020-02-25T05:17:57Z
86	Awesome-Linux-Software	13536	1368	Python	14	A list of awesome applications, software, tools and other materials for Linux distros.	2020-02-25T09:50:14Z
87	sanic	13496	1262	Python	64	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-02-25T02:00:52Z
88	tqdm	13425	696	Python	232	A Fast, Extensible Progress Bar for Python and CLI	2020-02-20T08:00:08Z
89	PySnooper	13231	822	Python	13	Never use print for debugging again	2019-12-14T13:35:08Z
90	bitcoinbook	13039	3783	Python	86	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-02-12T21:54:11Z
91	luigi	12964	2095	Python	60	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.	2020-02-23T18:32:31Z
92	bokeh	12887	3251	Python	471	Interactive Data Visualization in the browser, from Python	2020-02-25T06:06:17Z
93	DeepFaceLab	12690	2914	Python	206	DeepFaceLab is the leading software for creating deepfakes.	2020-02-25T05:59:51Z
94	PayloadsAllTheThings	12644	3972	Python	12	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-02-23T20:21:03Z
95	nginx-proxy	12597	2280	Python	590	Automated nginx proxy for Docker containers using docker-gen	2020-02-18T09:21:06Z
96	locust	12141	1716	Python	34	Scalable user load testing tool written in Python	2020-02-23T16:19:02Z
97	CheatSheetSeries	12094	1690	Python	46	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2020-02-23T13:08:38Z
98	fabric	12079	1794	Python	388	Simple, Pythonic remote execution and deployment.	2020-01-28T23:52:26Z
99	examples	11989	5632	Python	249	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2020-02-21T23:59:16Z
100	wxpy	11843	2092	Python	294	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-07-14T17:59:47Z