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	80745	13457	Python	132	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2020-01-15T15:04:09Z
2	awesome-python	78309	15394	Python	20	A curated list of awesome Python frameworks, libraries, software and resources	2020-01-14T15:38:49Z
3	Python	65617	19800	Python	34	All Algorithms implemented in Python	2020-01-17T07:03:08Z
4	models	61132	38863	Python	1970	Models and examples built with TensorFlow	2020-01-16T19:46:36Z
5	youtube-dl	60395	10485	Python	3148	Command-line program to download videos from YouTube.com and other video sites	2020-01-17T01:08:42Z
6	thefuck	51543	2582	Python	210	Magnificent app which corrects your previous console command.	2020-01-13T22:28:21Z
7	flask	48454	13185	Python	32	The Python micro framework for building web applications.	2020-01-14T02:12:48Z
8	httpie	45476	2944	Python	151	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	2020-01-13T13:50:59Z
9	ansible	41376	17994	Python	6310	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/	2020-01-17T10:35:47Z
10	scikit-learn	38978	19033	Python	2069	scikit-learn: machine learning in Python	2020-01-17T09:23:30Z
11	big-list-of-naughty-strings	34520	1507	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.	2020-01-03T01:43:50Z
12	shadowsocks	32182	19563	Python	449	None	2019-11-06T02:01:03Z
13	face_recognition	31312	8662	Python	426	The world's simplest facial recognition api for Python and the command line	2020-01-13T10:40:51Z
14	home-assistant	30899	9106	Python	1004	🏡 Open source home automation that puts local control and privacy first	2020-01-17T10:56:46Z
15	you-get	30050	5968	Python	321	⏬ Dumb downloader that scrapes the web	2020-01-13T21:16:44Z
16	XX-Net	29230	7798	Python	7376	a web proxy tool	2020-01-13T02:00:49Z
17	cpython	28906	13115	Python	1031	The Python programming language	2020-01-17T09:18:03Z
18	faceswap	28663	9194	Python	17	Deepfakes Software For All	2020-01-17T01:11:53Z
19	12306	28150	9011	Python	225	12306智能刷票，订票	2020-01-11T06:34:04Z
20	100-Days-Of-ML-Code	27644	6889	Python	52	100 Days of ML Coding	2019-10-20T09:33:50Z
21	certbot	26143	2772	Python	617	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.	2020-01-16T22:08:40Z
22	CppCoreGuidelines	25810	3414	Python	149	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2020-01-16T19:52:36Z
23	Deep-Learning-Papers-Reading-Roadmap	25343	5786	Python	74	Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!	2019-11-27T15:21:37Z
24	interview_internal_reference	23619	6549	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
25	python-patterns	23390	4968	Python	8	A collection of design patterns/idioms in Python	2020-01-11T23:38:59Z
26	pandas	23083	9192	Python	3264	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2020-01-17T11:00:42Z
27	AiLearning	22776	7952	Python	29	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
28	Detectron	22696	5000	Python	293	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2020-01-15T05:29:24Z
29	localstack	22478	1601	Python	279	💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!	2020-01-16T19:51:39Z
30	jieba	21617	5449	Python	519	结巴中文分词	2020-01-13T13:27:19Z
31	bert	21048	5736	Python	617	TensorFlow code and pre-trained models for BERT	2020-01-12T14:58:32Z
32	transformers	20902	4690	Python	431	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.	2020-01-17T02:39:52Z
33	linux-insides	20641	2270	Python	35	A little bit about a linux kernel	2019-12-16T12:02:52Z
34	YouCompleteMe	20503	2343	Python	32	A code-completion engine for Vim	2020-01-15T22:40:27Z
35	ItChat	19620	4568	Python	213	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
36	gym	19445	5413	Python	81	A toolkit for developing and comparing reinforcement learning algorithms.	2020-01-15T02:30:56Z
37	interactive-coding-challenges	18934	2897	Python	54	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-10-22T16:06:47Z
38	tornado	18754	5126	Python	185	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-12-24T12:33:00Z
39	compose	18430	2904	Python	296	Define and run multi-container applications with Docker	2020-01-16T17:10:28Z
40	incubator-mxnet	18299	6513	Python	1676	Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more	2020-01-17T09:55:25Z
41	cheat.sh	17980	877	Python	55	the only cheat sheet you need	2019-10-30T16:45:29Z
42	data-science-ipython-notebooks	17872	5514	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
43	HanLP	17696	4923	Python	6	Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification via one unified interface.	2020-01-14T05:03:12Z
44	algorithms	16643	3302	Python	99	Minimal examples of data structures and algorithms in Python	2020-01-12T05:58:05Z
45	algo	16490	1413	Python	56	Set up a personal VPN in the cloud	2020-01-16T16:44:22Z
46	manim	16414	1956	Python	174	Animation engine for explanatory math videos	2020-01-15T23:40:35Z
47	odoo	16385	11576	Python	2422	Odoo. Open Source Apps To Grow Your Business.	2020-01-17T11:01:32Z
48	funNLP	16374	4907	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。	2020-01-14T05:17:25Z
49	django-rest-framework	16350	4781	Python	235	Web APIs for Django. 🎸	2020-01-16T01:25:09Z
50	sqlmap	16207	3508	Python	47	Automatic SQL injection and database takeover tool	2020-01-15T21:47:14Z
51	python-fire	16135	979	Python	67	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2020-01-11T16:33:01Z
52	Python	16122	7958	Python	111	My Python Examples	2020-01-06T08:58:12Z
53	d2l-zh	15813	4034	Python	3	《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。	2020-01-08T20:02:27Z
54	spaCy	15525	2733	Python	178	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2020-01-17T10:15:39Z
55	macOS-Security-and-Privacy-Guide	15470	1098	Python	9	Guide to securing and improving privacy on macOS	2019-11-20T21:53:54Z
56	Mask_RCNN	15469	7165	Python	1249	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2020-01-08T03:34:32Z
57	reddit	15255	2799	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
58	ML-From-Scratch	15189	2888	Python	26	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
59	pytorch-tutorial	15182	4754	Python	61	PyTorch Tutorial for Deep Learning Researchers	2019-10-24T09:31:59Z
60	ZeroNet	15129	1971	Python	642	ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network	2020-01-15T09:47:51Z
61	glances	14891	1002	Python	125	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2020-01-15T06:36:40Z
62	magenta	14518	2937	Python	231	Magenta: Music and Art Generation with Machine Intelligence	2020-01-10T00:20:05Z
63	hosts	14384	1280	Python	65	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.	2020-01-17T02:21:41Z
64	celery	14278	3583	Python	401	Distributed Task Queue (development branch)	2020-01-15T16:46:04Z
65	pyspider	14015	3425	Python	257	A Powerful Spider(Web Crawler) System in Python.	2019-11-14T06:16:19Z
66	NLP-progress	13999	2407	Python	22	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.	2020-01-13T12:54:02Z
67	ipython	13974	3939	Python	1266	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2020-01-14T15:42:39Z
68	TensorFlow-Course	13921	2781	Python	2	Simple and ready-to-use tutorials for TensorFlow	2019-12-19T17:56:59Z
69	wechat_jump_game	13914	4644	Python	30	微信《跳一跳》Python 辅助	2019-12-16T20:38:15Z
70	GitHub-Chinese-Top-Charts	13870	1803	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！	2020-01-10T08:10:53Z
71	algo	13388	4085	Python	80	数据结构和算法必知必会的50个代码实现	2020-01-11T08:55:35Z
72	sanic	13366	1246	Python	56	Async Python 3.6+ web server/framework | Build fast. Run fast.	2020-01-15T12:33:37Z
73	PySnooper	13156	811	Python	12	Never use print for debugging again	2019-12-14T13:35:08Z
74	bitcoinbook	12945	3763	Python	83	Mastering Bitcoin 2nd Edition - Programming the Open Blockchain	2020-01-10T18:31:40Z
75	Awesome-Linux-Software	12854	1273	Python	13	A list of awesome applications, software, tools and other materials for Linux distros.	2020-01-16T08:11:38Z
76	luigi	12764	2073	Python	56	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.	2020-01-16T19:07:48Z
77	fabric	11991	1796	Python	381	Simple, Pythonic remote execution and deployment.	2020-01-10T21:21:20Z
78	locust	11878	1695	Python	30	Scalable user load testing tool written in Python	2020-01-16T14:09:51Z
79	PayloadsAllTheThings	11802	3728	Python	12	A list of useful payloads and bypass for Web Application Security and Pentest/CTF	2020-01-17T09:36:35Z
80	learn-anything	11768	774	Python	3	Organize world's knowledge, explore connections and curate learning paths	2019-12-12T11:44:58Z
81	CheatSheetSeries	11710	1621	Python	51	The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.	2020-01-16T14:00:44Z
82	wxpy	11706	2067	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
83	powerline	11105	848	Python	175	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-12-11T11:10:55Z
84	material-theme	11039	793	Python	3	Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino	2019-08-20T19:59:53Z
85	zulip	11025	3474	Python	1404	Zulip server - powerful open source team chat	2020-01-17T00:25:45Z
86	cookiecutter	10964	1205	Python	194	A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, jQuery plugin projects.	2020-01-10T12:34:25Z
87	pytorch-CycleGAN-and-pix2pix	10825	3093	Python	154	Image-to-Image Translation in PyTorch	2020-01-10T15:41:20Z
88	gpt-2	10720	2550	Python	81	Code for the paper "Language Models are Unsupervised Multitask Learners"	2020-01-09T09:21:06Z
89	dash	10717	1094	Python	255	Analytical Web Apps for Python & R. No JavaScript Required.	2020-01-16T19:45:01Z
90	pix2code	10687	1152	Python	1	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-12-16T20:55:46Z
91	matplotlib	10676	4728	Python	1585	matplotlib: plotting with Python	2020-01-17T10:21:33Z
92	autojump	10675	527	Python	160	A cd command that learns - easily navigate directories from the command line	2019-11-30T19:12:16Z
93	neural-networks-and-deep-learning	10642	5016	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-11-27T08:47:49Z
94	salt	10577	4759	Python	1871	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2020-01-17T09:03:49Z
95	kivy	10563	2329	Python	724	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2020-01-15T14:42:13Z
96	zipline	10413	3067	Python	308	Zipline, a Pythonic Algorithmic Trading Library	2020-01-16T14:46:34Z
97	gensim	10352	3685	Python	291	Topic Modelling for Humans	2020-01-16T15:05:31Z
98	awesome-algorithm	10254	2156	Python	2	项目永久冻结，迁移至新地址：	2019-07-17T07:48:02Z
99	inter	10140	209	Python	31	The Inter font family	2020-01-14T18:13:08Z
100	game-programmer	10129	1239	Python	18	A Study Path for Game Programmer	2019-10-26T03:01:04Z