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	78143	12933	Python	121	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-12-09T03:35:45Z
2	awesome-python	76971	15114	Python	13	A curated list of awesome Python frameworks, libraries, software and resources	2019-12-16T22:24:38Z
3	public-apis	67580	7581	Python	57	A collective list of free APIs for use in software and web development.	2019-12-16T12:04:58Z
4	Python	64435	19345	Python	79	All Algorithms implemented in Python	2019-12-15T07:27:08Z
5	models	60341	38311	Python	1898	Models and examples built with TensorFlow	2019-12-17T08:52:53Z
6	youtube-dl	58968	10239	Python	3109	Command-line program to download videos from YouTube.com and other video sites	2019-12-17T09:16:04Z
7	thefuck	50899	2549	Python	210	Magnificent app which corrects your previous console command.	2019-12-16T21:10:47Z
8	flask	48000	13129	Python	28	The Python micro framework for building web applications.	2019-12-03T04:54:41Z
9	keras	45993	17437	Python	2741	Deep Learning for humans	2019-12-14T14:16:52Z
10	django	45950	19832	Python	249	The Web framework for perfectionists with deadlines.	2019-12-17T10:51:27Z
11	httpie	45078	2916	Python	147	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	42905	10851	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-12-05T00:51:06Z
13	requests	41059	7471	Python	292	A simple, yet elegant HTTP library.	2019-12-09T08:05:52Z
14	ansible	40916	17754	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/	2019-12-17T10:59:52Z
15	scikit-learn	38558	18907	Python	2056	scikit-learn: machine learning in Python	2019-12-17T10:57:52Z
16	scrapy	35427	8219	Python	727	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-12-17T01:51:11Z
17	big-list-of-naughty-strings	34013	1485	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	32058	19583	Python	449	None	2019-11-06T02:01:03Z
19	face_recognition	30577	8410	Python	413	The world's simplest facial recognition api for Python and the command line	2019-12-03T11:23:47Z
20	home-assistant	30004	8737	Python	1045	🏡 Open source home automation that puts local control and privacy first	2019-12-17T10:52:27Z
21	XX-Net	29162	7776	Python	7368	a web proxy tool	2019-09-19T15:57:39Z
22	you-get	28916	5765	Python	331	⏬ Dumb downloader that scrapes the web	2019-12-15T04:39:45Z
23	cpython	28331	12814	Python	1007	The Python programming language	2019-12-17T10:46:07Z
24	faceswap	28036	8986	Python	16	Deepfakes Software For All	2019-12-16T01:01:33Z
25	100-Days-Of-ML-Code	27351	6776	Python	50	100 Days of ML Coding	2019-10-20T09:33:50Z
26	certbot	26020	2748	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.	2019-12-17T00:03:40Z
27	CppCoreGuidelines	25513	3368	Python	151	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-12-10T21:22:58Z
28	Deep-Learning-Papers-Reading-Roadmap	24678	5665	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
29	sentry	23313	2655	Python	976	Sentry is cross-platform application monitoring, with a focus on error reporting.	2019-12-17T10:44:23Z
30	interview_internal_reference	23118	6354	Python	15	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。	2019-12-14T03:14:29Z
31	python-patterns	23075	4907	Python	9	A collection of design patterns/idioms in Python	2019-12-14T17:05:48Z
32	pandas	22706	9057	Python	3330	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-12-17T09:07:23Z
33	Detectron	22545	4975	Python	290	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-12-03T22:31:17Z
34	AiLearning	22113	7757	Python	29	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-12-11T08:23:25Z
35	localstack	22026	1569	Python	283	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2019-12-17T10:51:25Z
36	HelloGitHub	21689	2806	Python	21	: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
37	jieba	21227	5380	Python	510	结巴中文分词	2019-12-12T05:53:37Z
38	linux-insides	20518	2250	Python	33	A little bit about a linux kernel	2019-12-16T12:02:52Z
39	bert	20374	5508	Python	593	TensorFlow code and pre-trained models for BERT	2019-12-17T02:51:09Z
40	YouCompleteMe	20349	2325	Python	46	A code-completion engine for Vim	2019-12-16T22:16:32Z
41	ItChat	19353	4513	Python	208	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
42	gym	19155	5338	Python	74	A toolkit for developing and comparing reinforcement learning algorithms.	2019-12-14T06:35:35Z
43	pipenv	19133	1439	Python	356	Python Development Workflow for Humans.	2019-12-16T10:00:05Z
44	12306	19108	5993	Python	101	12306智能刷票，订票	2019-12-16T21:54:04Z
45	transformers	18872	4316	Python	379	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2019-12-17T10:48:15Z
46	interactive-coding-challenges	18717	2852	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
47	tornado	18654	5107	Python	183	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-10T15:59:09Z
48	compose	18174	2866	Python	333	Define and run multi-container applications with Docker	2019-12-16T13:32:30Z
49	incubator-mxnet	18169	6465	Python	1592	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2019-12-17T10:44:23Z
50	cheat.sh	17851	866	Python	51	the only cheat sheet you need	2019-10-30T16:45:29Z
51	data-science-ipython-notebooks	17754	5454	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	17167	2213	Python	273	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-12-16T02:10:45Z
53	algorithms	16479	3246	Python	101	Minimal examples of data structures and algorithms in Python	2019-12-17T09:11:55Z
54	wtfpython	16328	1585	Python	27	A collection of surprising Python snippets and lesser-known features.	2019-12-01T12:54:02Z
55	algo	16234	1391	Python	52	Set up a personal VPN in the cloud	2019-12-13T09:35:45Z
56	django-rest-framework	16100	4731	Python	220	Web APIs for Django. 🎸	2019-12-17T09:58:51Z
57	odoo	16089	11402	Python	2532	Odoo. Open Source Apps To Grow Your Business.	2019-12-17T11:00:31Z
58	python-fire	15943	965	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	15899	7842	Python	112	My Python Examples	2019-12-16T08:10:01Z
60	sqlmap	15884	3446	Python	47	Automatic SQL injection and database takeover tool	2019-12-15T15:33:14Z
61	manim	15700	1855	Python	160	Animation engine for explanatory math videos	2019-12-17T03:52:13Z
62	funNLP	15504	4622	Python	2	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	15397	1087	Python	4	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
64	d2l-zh	15333	3895	Python	5	《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。	2019-12-17T01:02:32Z
65	spaCy	15329	2694	Python	163	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-12-16T13:50:30Z
66	reddit	15212	2797	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
67	Mask_RCNN	15146	7004	Python	1229	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-12-16T19:45:20Z
68	ZeroNet	15028	1963	Python	635	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2019-12-16T15:45:50Z
69	airflow	14969	5663	Python	286	Apache Airflow - A platform to programmatically author, schedule, and monitor workflows	2019-12-17T10:56:07Z
70	pytorch-tutorial	14811	4638	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
71	glances	14702	988	Python	127	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-12-14T18:53:10Z
72	magenta	14384	2911	Python	223	Magenta: Music and Art Generation with Machine Intelligence	2019-12-16T23:34:14Z
73	hosts	14178	1258	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.	2019-12-15T05:07:52Z
74	celery	14065	3554	Python	373	Distributed Task Queue (development branch)	2019-12-16T12:25:02Z
75	Real-Time-Voice-Cloning	14016	2412	Python	80	Clone a voice in 5 seconds to generate arbitrary speech in real-time	2019-12-10T23:42:17Z
76	ML-From-Scratch	13987	2649	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
77	pyspider	13937	3413	Python	255	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
78	ipython	13935	3916	Python	1256	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-12-16T06:18:21Z
79	wechat_jump_game	13923	4656	Python	29	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
80	black	13886	753	Python	275	The uncompromising Python code formatter	2019-12-16T21:46:45Z
81	TensorFlow-Course	13838	2773	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-02T23:14:40Z
82	NLP-progress	13423	2318	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.	2019-12-15T10:36:28Z
83	sanic	13206	1235	Python	57	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-12-16T15:46:20Z
84	PySnooper	13012	806	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
85	bitcoinbook	12852	3727	Python	81	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2019-12-04T03:40:15Z
86	luigi	12648	2067	Python	58	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.	2019-12-16T21:48:54Z
87	tqdm	12618	649	Python	225	A Fast, Extensible Progress Bar for Python and CLI	2019-12-13T13:54:48Z
88	algo	12555	3821	Python	70	数据结构和算法必知必会的50个代码实现	2019-12-05T02:48:14Z
89	bokeh	12492	3159	Python	477	Interactive Data Visualization in the browser, from Python	2019-12-16T17:45:53Z
90	nginx-proxy	12106	2202	Python	572	Automated nginx proxy for Docker containers using docker-gen	2019-12-15T02:55:33Z
91	fabric	11929	1788	Python	380	Simple, Pythonic remote execution and deployment.	2019-12-13T20:20:03Z
92	Awesome-Linux-Software	11798	1138	Python	14	A list of awesome applications, software, tools and other materials for Linux distros.	2019-12-16T21:44:41Z
93	ChromeAppHeroes	11736	1091	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
94	GitHub-Chinese-Top-Charts	11733	1526	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
95	learn-anything	11719	767	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
96	locust	11667	1671	Python	31	Scalable user load testing tool written in Python	2019-12-17T07:57:32Z
97	wxpy	11538	2024	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	11414	2611	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).	2019-12-17T05:53:21Z
99	PayloadsAllTheThings	11315	3543	Python	7	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2019-12-14T07:53:33Z
100	examples	11296	5256	Python	217	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-12-11T04:53:47Z