Github-Ranking/Top100/Python.md

Github Ranking

Top 100 Stars in Python

Ranking	Project Name	Stars	Forks	Language	Open Issues	Description	Last Commit
1	awesome-python	69506	13547	Python	463	A curated list of awesome Python frameworks, libraries, software and resources	2019-07-02T16:21:25Z
2	system-design-primer	68565	10565	Python	96	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-07-05T02:32:31Z
3	public-apis	58630	6157	Python	73	A collective list of free APIs for use in software and web development.	2019-07-04T11:57:31Z
4	models	54847	34165	Python	1712	Models and examples built with TensorFlow	2019-07-04T19:02:20Z
5	youtube-dl	52233	9097	Python	2893	Command-line program to download videos from YouTube.com and other video sites	2019-07-04T22:30:51Z
6	Python	49358	14354	Python	213	All Algorithms implemented in Python	2019-07-04T15:18:58Z
7	flask	45103	12666	Python	16	The Python micro framework for building web applications.	2019-07-04T23:21:24Z
8	thefuck	44606	2221	Python	161	Magnificent app which corrects your previous console command.	2019-06-26T18:38:50Z
9	keras	42416	16147	Python	2461	Deep Learning for humans	2019-07-03T19:46:46Z
10	awesome-machine-learning	40653	10205	Python	2	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-07-03T13:39:09Z
11	ansible	38110	15978	Python	5841	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/	2019-07-05T02:36:15Z
12	scikit-learn	35918	17575	Python	1928	scikit-learn: machine learning in Python	2019-07-05T01:32:58Z
13	scrapy	33460	7871	Python	808	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-07-04T17:56:25Z
14	big-list-of-naughty-strings	32646	1384	Python	72	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.	2019-03-03T04:08:47Z
15	you-get	25485	5088	Python	317	⏬ Dumb downloader that scrapes the web	2019-07-02T19:24:46Z
16	certbot	25297	2613	Python	540	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.	2019-07-04T19:43:34Z
17	cpython	25252	10495	Python	973	The Python programming language	2019-07-05T02:58:49Z
18	home-assistant	24626	7178	Python	1301	🏡 Open source home automation that puts local control and privacy first	2019-07-05T02:56:10Z
19	Algorithm_Interview_Notes-Chinese	24232	7456	Python	26	2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记	2019-05-24T08:16:55Z
20	100-Days-Of-ML-Code	24050	5649	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
21	CppCoreGuidelines	23376	3030	Python	131	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-07-03T19:33:16Z
22	tldr	22864	1696	Python	91	📚 Simplified and community-driven man pages	2019-07-04T22:27:38Z
23	python-patterns	21100	4568	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
24	Detectron	20948	4503	Python	250	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
25	faceswap	20248	6732	Python	4	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-07-05T01:29:55Z
26	pandas	20194	7987	Python	3062	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-07-05T02:43:33Z
27	linux-insides	19861	2126	Python	27	A little bit about a linux kernel	2019-05-30T23:45:08Z
28	YouCompleteMe	19313	2159	Python	56	A code-completion engine for Vim	2019-07-04T19:58:23Z
29	tornado	17968	4983	Python	163	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-30T05:54:10Z
30	interactive-coding-challenges	17496	2588	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
31	pipenv	17414	1288	Python	303	Python Development Workflow for Humans.	2019-06-28T07:53:33Z
32	gym	17301	4683	Python	185	A toolkit for developing and comparing reinforcement learning algorithms.	2019-07-04T19:39:04Z
33	bert	16350	4029	Python	420	TensorFlow code and pre-trained models for BERT	2019-07-01T14:32:29Z
34	AiLearning	16255	5732	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-07-03T11:28:47Z
35	data-science-ipython-notebooks	15954	4871	Python	8	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.	2019-04-10T10:46:55Z
36	mitmproxy	15504	2009	Python	270	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-07-04T23:22:56Z
37	algorithms	15330	2880	Python	54	Minimal examples of data structures and algorithms in Python	2019-07-03T22:43:56Z
38	reddit	15037	2761	Python	304	historical code from reddit.com	2017-10-17T19:57:07Z
39	macOS-Security-and-Privacy-Guide	14912	1042	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
40	django-rest-framework	14619	4323	Python	174	Web APIs for Django. ⚡️	2019-07-04T13:54:18Z
41	sqlmap	14563	3145	Python	43	Automatic SQL injection and database takeover tool	2019-07-04T10:03:32Z
42	python-fire	14401	854	Python	56	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-07-01T20:17:59Z
43	wechat_jump_game	13922	4684	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
44	glances	13747	936	Python	110	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-07-03T21:02:36Z
45	spaCy	13719	2363	Python	172	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-07-04T10:55:12Z
46	algo	13666	1199	Python	41	Set up a personal IPSEC VPN in the cloud	2019-07-04T16:00:20Z
47	ipython	13655	3835	Python	1193	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-07-04T00:22:40Z
48	magenta	13488	2669	Python	203	Magenta: Music and Art Generation with Machine Intelligence	2019-07-04T08:51:32Z
49	pyspider	13337	3273	Python	239	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
50	celery	12872	3325	Python	371	Distributed Task Queue (development branch)	2019-07-03T14:25:29Z
51	Mask_RCNN	12850	5692	Python	986	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-07-03T12:37:49Z
52	TensorFlow-Course	12456	2369	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
53	sanic	12350	1155	Python	39	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-07-04T23:59:57Z
54	pytorch-tutorial	12142	3721	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
55	PySnooper	11948	743	Python	10	Never use print for debugging again	2019-06-25T14:16:11Z
56	luigi	11837	1955	Python	42	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.	2019-06-27T09:45:26Z
57	Python	11675	6522	Python	81	My Python Examples	2019-07-04T13:33:18Z
58	ML-From-Scratch	11652	2107	Python	11	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.	2019-06-09T02:21:59Z
59	fabric	11409	1730	Python	346	Simple, Pythonic remote execution and deployment.	2019-07-01T19:33:13Z
60	black	11220	565	Python	174	The uncompromising Python code formatter	2019-07-03T18:42:01Z
61	nginx-proxy	11109	2064	Python	536	Automated nginx proxy for Docker containers using docker-gen	2019-07-02T13:00:47Z
62	manim	11060	1255	Python	78	Animation engine for explanatory math videos	2019-07-04T19:32:46Z
63	NLP-progress	11024	1808	Python	16	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.	2019-06-29T20:51:20Z
64	tqdm	10649	561	Python	202	A Fast, Extensible Progress Bar for Python and CLI	2019-07-03T14:06:32Z
65	awesome-algorithm	10563	2127	Python	3	Lisanaaa 小专栏	2019-06-30T02:18:30Z
66	powerline	10489	808	Python	172	Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile.	2019-06-12T22:27:54Z
67	locust	10400	1496	Python	179	Scalable user load testing tool written in Python	2019-06-28T03:18:05Z
68	pix2code	10285	1060	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
69	salt	10056	4592	Python	2559	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-07-05T00:15:14Z
70	zulip	10042	3105	Python	1342	Zulip server - powerful open source team chat	2019-07-05T00:54:54Z
71	d2l-zh	9970	2523	Python	1	《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（STAT 157）”教材。	2019-06-27T09:09:27Z
72	bokeh	9966	2616	Python	415	Interactive Web Plotting for Python	2019-07-04T10:30:39Z
73	funNLP	9910	2732	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。	2019-07-04T09:15:23Z
74	cookiecutter	9827	1073	Python	236	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-07-04T19:17:59Z
75	autojump	9797	483	Python	153	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z
76	FastPhotoStyle	9702	940	Python	37	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
77	matplotlib	9526	4285	Python	1507	matplotlib: plotting with Python	2019-07-05T00:05:59Z
78	neural-networks-and-deep-learning	9483	4623	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
79	kivy	9469	2113	Python	628	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-07-01T04:11:41Z
80	gensim	9452	3454	Python	249	Topic Modelling for Humans	2019-07-04T21:31:33Z
81	yapf	9429	646	Python	231	A formatter for Python files	2019-07-01T22:53:26Z
82	Zappa	9360	1010	Python	563	Serverless Python	2019-06-28T15:44:20Z
83	neural-enhance	9313	1009	Python	121	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
84	examples	9259	4311	Python	171	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-07-04T20:37:01Z
85	neural-doodle	9146	823	Python	48	Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)	2019-04-11T05:05:51Z
86	tflearn	9145	2309	Python	556	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
87	game-programmer	9109	1095	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
88	inter	9017	175	Python	20	The Inter font family	2019-06-03T17:26:31Z
89	zipline	9004	2786	Python	308	Zipline, a Pythonic Algorithmic Trading Library	2019-06-25T15:03:07Z
90	sshuttle	9000	672	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
91	RocAlphaGo	8929	2483	Python	30	An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.	2018-06-09T13:55:11Z
92	wxpy	8869	1600	Python	272	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-06-21T02:36:31Z
93	ChromeAppHeroes	8761	732	Python	2	🌈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~	2019-06-28T01:06:38Z
94	prophet	8761	2137	Python	86	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-07-02T06:51:48Z
95	beets	8755	1519	Python	611	music library manager and MusicBrainz tagger	2019-07-01T21:24:35Z
96	pytorch-CycleGAN-and-pix2pix	8707	2368	Python	87	Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)	2019-06-10T21:39:57Z
97	stanford-tensorflow-tutorials	8691	4005	Python	80	This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.	2019-03-02T17:44:57Z
98	magic-wormhole	8646	334	Python	93	get things from one computer to another, safely	2019-06-04T18:57:20Z
99	ChatterBot	8560	2987	Python	94	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-06-30T05:49:01Z
100	facenet	8498	3526	Python	400	Face recognition using Tensorflow	2019-07-02T11:47:58Z