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	68999	13438	Python	460	A curated list of awesome Python frameworks, libraries, software and resources	2019-06-19T12:10:23Z
2	system-design-primer	67139	10280	Python	91	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.	2019-06-19T10:19:07Z
3	public-apis	58332	6115	Python	72	A collective list of free APIs for use in software and web development.	2019-06-20T13:53:24Z
4	models	54358	33784	Python	1685	Models and examples built with TensorFlow	2019-06-22T00:34:12Z
5	youtube-dl	51731	8994	Python	2898	Command-line program to download videos from YouTube.com and other video sites	2019-06-22T01:37:32Z
6	Python	46888	13513	Python	190	All Algorithms implemented in Python	2019-06-20T13:53:48Z
7	flask	44866	12602	Python	21	The Python micro framework for building web applications.	2019-06-21T21:25:40Z
8	thefuck	44371	2214	Python	166	Magnificent app which corrects your previous console command.	2019-06-18T02:33:12Z
9	keras	42107	16054	Python	2428	Deep Learning for humans	2019-06-19T22:40:50Z
10	awesome-machine-learning	40434	10141	Python	1	A curated list of awesome Machine Learning frameworks, libraries and software.	2019-06-18T03:07:12Z
11	ansible	37843	15869	Python	5770	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/	2019-06-22T02:21:39Z
12	scikit-learn	35731	17446	Python	1924	scikit-learn: machine learning in Python	2019-06-22T00:06:58Z
13	scrapy	33289	7840	Python	823	Scrapy, a fast high-level web crawling & scraping framework for Python.	2019-06-19T16:00:47Z
14	big-list-of-naughty-strings	32548	1378	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	certbot	25245	2600	Python	553	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.	2019-06-21T22:03:47Z
16	you-get	25063	4988	Python	317	⏬ Dumb downloader that scrapes the web	2019-06-18T14:48:57Z
17	cpython	25023	10365	Python	961	The Python programming language	2019-06-22T02:45:17Z
18	home-assistant	24357	7100	Python	1254	🏡 Open source home automation that puts local control and privacy first	2019-06-21T23:12:29Z
19	Algorithm_Interview_Notes-Chinese	24006	7368	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	23706	5560	Python	41	100 Days of ML Coding	2019-06-08T14:57:19Z
21	CppCoreGuidelines	23204	3006	Python	123	The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++	2019-06-20T18:54:36Z
22	tldr	22727	1684	Python	82	📚 Simplified and community-driven man pages	2019-06-21T21:24:32Z
23	python-patterns	20963	4537	Python	9	A collection of design patterns/idioms in Python	2019-06-04T18:49:48Z
24	Detectron	20779	4457	Python	244	FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.	2019-05-31T18:21:06Z
25	pandas	20030	7925	Python	3061	Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more	2019-06-22T02:48:40Z
26	linux-insides	19818	2119	Python	25	A little bit about a linux kernel	2019-05-30T23:45:08Z
27	faceswap	19602	6513	Python	13	Non official project based on original /r/Deepfakes thread. Many thanks to him!	2019-06-22T00:56:33Z
28	YouCompleteMe	19240	2148	Python	51	A code-completion engine for Vim	2019-06-15T21:11:35Z
29	tornado	17911	4975	Python	161	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.	2019-06-22T00:41:42Z
30	interactive-coding-challenges	17405	2559	Python	42	120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.	2019-05-17T09:22:54Z
31	pipenv	17322	1283	Python	303	Python Development Workflow for Humans.	2019-06-19T18:41:02Z
32	gym	17124	4617	Python	172	A toolkit for developing and comparing reinforcement learning algorithms.	2019-06-22T02:26:05Z
33	bert	15969	3896	Python	388	TensorFlow code and pre-trained models for BERT	2019-06-20T09:54:59Z
34	data-science-ipython-notebooks	15818	4842	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
35	AiLearning	15606	5517	Python	24	AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP	2019-06-05T02:44:09Z
36	mitmproxy	15368	1991	Python	264	An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.	2019-06-19T23:00:40Z
37	algorithms	15244	2845	Python	53	Minimal examples of data structures and algorithms in Python	2019-06-20T16:08:09Z
38	reddit	15019	2756	Python	303	historical code from reddit.com	2017-10-17T19:57:07Z
39	macOS-Security-and-Privacy-Guide	14876	1039	Python	4	Guide to securing and improving privacy on macOS	2019-05-21T03:52:04Z
40	django-rest-framework	14495	4294	Python	208	Web APIs for Django. ⚡️	2019-06-21T21:41:32Z
41	sqlmap	14467	3129	Python	44	Automatic SQL injection and database takeover tool	2019-06-21T08:15:42Z
42	python-fire	14293	849	Python	57	Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.	2019-06-13T14:20:21Z
43	wechat_jump_game	13907	4686	Python	25	微信《跳一跳》Python 辅助	2018-08-03T00:44:49Z
44	glances	13649	925	Python	114	Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.	2019-06-20T18:50:00Z
45	ipython	13640	3831	Python	1186	Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.	2019-06-21T18:14:59Z
46	spaCy	13632	2344	Python	157	💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython	2019-06-20T15:48:50Z
47	algo	13558	1193	Python	48	Set up a personal IPSEC VPN in the cloud	2019-06-21T14:36:48Z
48	magenta	13396	2639	Python	201	Magenta: Music and Art Generation with Machine Intelligence	2019-06-21T15:27:37Z
49	pyspider	13277	3257	Python	238	A Powerful Spider(Web Crawler) System in Python.	2019-06-18T16:10:44Z
50	celery	12704	3306	Python	423	Distributed Task Queue (development branch)	2019-06-19T10:02:03Z
51	Mask_RCNN	12593	5567	Python	956	Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	2019-06-21T11:47:52Z
52	TensorFlow-Course	12292	2324	Python	1	Simple and ready-to-use tutorials for TensorFlow	2019-05-16T05:36:38Z
53	sanic	12260	1153	Python	39	Async Python 3.6+ web server/framework | Build fast. Run fast.	2019-06-21T16:42:13Z
54	pytorch-tutorial	11992	3667	Python	47	PyTorch Tutorial for Deep Learning Researchers	2019-05-12T21:44:06Z
55	luigi	11759	1947	Python	39	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.	2019-06-20T16:20:43Z
56	PySnooper	11655	724	Python	11	Never use print for debugging again	2019-06-19T17:56:51Z
57	ML-From-Scratch	11627	2092	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
58	Python	11543	6474	Python	77	My Python Examples	2019-06-17T05:05:16Z
59	fabric	11363	1718	Python	343	Simple, Pythonic remote execution and deployment.	2019-06-21T16:34:47Z
60	black	11018	551	Python	171	The uncompromising Python code formatter	2019-06-20T11:29:39Z
61	nginx-proxy	11017	2047	Python	529	Automated nginx proxy for Docker containers using docker-gen	2019-05-19T21:49:11Z
62	NLP-progress	10897	1765	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.	2019-06-21T02:50:28Z
63	awesome-algorithm	10525	2114	Python	2	Lisanaaa 小专栏	2019-06-13T08:34:53Z
64	tqdm	10501	554	Python	199	A Fast, Extensible Progress Bar for Python and CLI	2019-06-18T19:17:23Z
65	powerline	10450	807	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
66	manim	10414	1192	Python	71	Animation engine for explanatory math videos	2019-06-22T00:56:48Z
67	locust	10318	1484	Python	174	Scalable user load testing tool written in Python	2019-06-21T19:48:12Z
68	pix2code	10264	1056	Python	0	pix2code: Generating Code from a Graphical User Interface Screenshot	2019-04-09T23:35:37Z
69	salt	10019	4581	Python	2589	Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:	2019-06-21T23:50:03Z
70	zulip	9970	3075	Python	1359	Zulip server - powerful open source team chat	2019-06-22T01:20:08Z
71	autojump	9742	478	Python	154	A cd command that learns - easily navigate directories from the command line	2019-05-31T07:43:20Z
72	cookiecutter	9734	1060	Python	239	A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.	2019-06-11T01:53:15Z
73	FastPhotoStyle	9673	938	Python	39	Style transfer, deep learning, feature transform	2019-05-14T09:40:36Z
74	bokeh	9595	2580	Python	416	Interactive Web Plotting for Python	2019-06-19T11:43:02Z
75	matplotlib	9451	4263	Python	1491	matplotlib: plotting with Python	2019-06-21T12:50:29Z
76	kivy	9428	2110	Python	622	Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS	2019-06-20T23:56:18Z
77	neural-networks-and-deep-learning	9424	4599	Python	6	Code samples for my book "Neural Networks and Deep Learning"	2019-05-09T10:58:46Z
78	d2l-zh	9423	2391	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（STAT 157）”教材。	2019-06-17T08:42:47Z
79	funNLP	9391	2558	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。	2019-06-20T09:02:51Z
80	gensim	9390	3435	Python	239	Topic Modelling for Humans	2019-06-21T17:19:50Z
81	yapf	9363	640	Python	233	A formatter for Python files	2019-06-21T20:07:51Z
82	Zappa	9300	1007	Python	561	Serverless Python	2019-06-21T11:35:54Z
83	neural-enhance	9289	1007	Python	121	Super Resolution for images using deep learning.	2018-01-25T05:01:58Z
84	neural-doodle	9142	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
85	tflearn	9130	2307	Python	555	Deep learning library featuring a higher-level API for TensorFlow.	2019-04-12T10:05:38Z
86	examples	9128	4251	Python	165	A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.	2019-06-20T16:54:16Z
87	game-programmer	9064	1089	Python	17	A Study Path for Game Programmer	2019-04-30T01:30:36Z
88	sshuttle	8998	668	Python	22	Wrong project! You should head over to http://github.com/sshuttle/sshuttle	2018-02-15T13:16:12Z
89	inter	8985	174	Python	19	The Inter font family	2019-06-03T17:26:31Z
90	zipline	8937	2763	Python	299	Zipline, a Pythonic Algorithmic Trading Library	2019-06-20T14:34:30Z
91	RocAlphaGo	8929	2480	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	8741	1577	Python	265	微信机器人 / 可能是最优雅的微信个人号 API ✨✨	2019-06-21T02:36:31Z
93	beets	8725	1514	Python	607	music library manager and MusicBrainz tagger	2019-06-20T21:24:01Z
94	prophet	8655	2105	Python	74	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.	2019-06-21T22:28:31Z
95	stanford-tensorflow-tutorials	8654	3983	Python	80	This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.	2019-03-02T17:44:57Z
96	magic-wormhole	8610	333	Python	93	get things from one computer to another, safely	2019-06-04T18:57:20Z
97	ChromeAppHeroes	8496	693	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~	2019-06-21T01:37:06Z
98	ChatterBot	8489	2960	Python	94	ChatterBot is a machine learning, conversational dialog engine for creating chat bots	2019-06-21T00:36:01Z
99	pytorch-CycleGAN-and-pix2pix	8483	2289	Python	87	Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)	2019-06-10T21:39:57Z
100	facenet	8398	3490	Python	390	Face recognition using Tensorflow	2019-05-25T02:03:02Z