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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | system-design-primer | 71399 | 11252 | Python | 103 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-08-16T19:52:04Z |
| 2 | awesome-python | 71317 | 13940 | Python | 482 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-08-16T15:21:42Z |
| 3 | public-apis | 60256 | 6455 | Python | 64 | A collective list of free APIs for use in software and web development. | 2019-08-19T12:49:39Z |
| 4 | models | 56621 | 35477 | Python | 1832 | Models and examples built with TensorFlow | 2019-08-20T07:08:23Z |
| 5 | youtube-dl | 54583 | 9456 | Python | 2955 | Command-line program to download videos from YouTube.com and other video sites | 2019-08-20T08:11:27Z |
| 6 | thefuck | 46106 | 2278 | Python | 169 | Magnificent app which corrects your previous console command. | 2019-08-20T02:52:10Z |
| 7 | flask | 45959 | 12818 | Python | 21 | The Python micro framework for building web applications. | 2019-08-17T00:37:56Z |
| 8 | keras | 43555 | 16569 | Python | 2523 | Deep Learning for humans | 2019-08-18T21:39:25Z |
| 9 | django | 43499 | 18706 | Python | 226 | The Web framework for perfectionists with deadlines. | 2019-08-20T10:11:50Z |
| 10 | httpie | 42715 | 2807 | Python | 167 | 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 | 2019-08-16T08:04:01Z |
| 11 | awesome-machine-learning | 41372 | 10421 | Python | 5 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-08-19T21:05:58Z |
| 12 | requests | 39820 | 7238 | Python | 228 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-08-20T05:02:04Z |
| 13 | ansible | 38929 | 16452 | Python | 6143 | 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/ | 2019-08-20T11:00:52Z |
| 14 | scikit-learn | 36675 | 17985 | Python | 1862 | scikit-learn: machine learning in Python | 2019-08-20T09:35:27Z |
| 15 | scrapy | 34033 | 7974 | Python | 696 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-08-19T19:48:14Z |
| 16 | big-list-of-naughty-strings | 32991 | 1415 | Python | 74 | 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. | 2019-07-07T07:05:31Z |
| 17 | shadowsocks | 31072 | 18942 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 18 | XX-Net | 28472 | 7670 | Python | 7403 | a web proxy tool | 2019-08-11T10:42:32Z |
| 19 | face_recognition | 27226 | 7314 | Python | 361 | The world's simplest facial recognition api for Python and the command line | 2019-08-07T22:10:08Z |
| 20 | you-get | 26532 | 5297 | Python | 318 | ⏬ Dumb downloader that scrapes the web | 2019-08-19T11:45:58Z |
| 21 | cpython | 26132 | 11205 | Python | 1102 | The Python programming language | 2019-08-20T06:27:23Z |
| 22 | Algorithm_Interview_Notes-Chinese | 25953 | 8005 | Python | 27 | 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 | 2019-07-23T14:45:28Z |
| 23 | home-assistant | 25901 | 7557 | Python | 910 | 🏡 Open source home automation that puts local control and privacy first | 2019-08-20T10:01:20Z |
| 24 | certbot | 25494 | 2649 | Python | 570 | 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. | 2019-08-19T19:44:24Z |
| 25 | 100-Days-Of-ML-Code | 25035 | 6038 | Python | 45 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 26 | CppCoreGuidelines | 23946 | 3143 | Python | 130 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-08-19T15:35:16Z |
| 27 | Deep-Learning-Papers-Reading-Roadmap | 23777 | 5411 | Python | 74 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | tldr | 23210 | 1725 | Python | 91 | 📚 Simplified and community-driven man pages | 2019-08-19T18:09:44Z |
| 29 | faceswap | 21870 | 7245 | Python | 12 | Deepfakes Software For All | 2019-08-19T22:34:16Z |
| 30 | sentry | 21842 | 2515 | Python | 896 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-08-20T05:39:48Z |
| 31 | python-patterns | 21703 | 4664 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | Detectron | 21512 | 4664 | Python | 266 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-08-16T18:34:11Z |
| 33 | pandas | 20871 | 8300 | Python | 3212 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-08-20T10:50:58Z |
| 34 | linux-insides | 20051 | 2167 | Python | 32 | A little bit about a linux kernel | 2019-08-05T02:34:11Z |
| 35 | jieba | 19771 | 5093 | Python | 486 | 结巴中文分词 | 2019-07-20T06:48:03Z |
| 36 | YouCompleteMe | 19596 | 2227 | Python | 60 | A code-completion engine for Vim | 2019-08-11T22:15:56Z |
| 37 | localstack | 18582 | 1314 | Python | 452 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-08-19T15:43:01Z |
| 38 | ItChat | 18343 | 4235 | Python | 200 | 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。 | 2019-08-15T07:37:39Z |
| 39 | AiLearning | 18253 | 6482 | Python | 28 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-08-08T03:24:47Z |
| 40 | tornado | 18166 | 5030 | Python | 172 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-08-19T10:33:55Z |
| 41 | pipenv | 18041 | 1333 | Python | 286 | Python Development Workflow for Humans. | 2019-08-16T05:51:46Z |
| 42 | gym | 17840 | 4859 | Python | 171 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-08-19T12:52:54Z |
| 43 | bert | 17509 | 4499 | Python | 469 | TensorFlow code and pre-trained models for BERT | 2019-08-16T03:35:13Z |
| 44 | cheat.sh | 17236 | 824 | Python | 44 | the only cheat sheet you need | 2019-08-19T05:16:48Z |
| 45 | compose | 17072 | 2646 | Python | 531 | Define and run multi-container applications with Docker | 2019-08-20T10:11:45Z |
| 46 | data-science-ipython-notebooks | 16213 | 4983 | 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 |
| 47 | mitmproxy | 16008 | 2061 | Python | 285 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-08-16T02:05:20Z |
| 48 | algorithms | 15647 | 2977 | Python | 55 | Minimal examples of data structures and algorithms in Python | 2019-08-14T21:18:05Z |
| 49 | wtfpython | 15617 | 1499 | Python | 19 | A collection of surprising Python snippets and lesser-known features. | 2019-08-04T07:26:25Z |
| 50 | django-rest-framework | 15111 | 4431 | Python | 189 | Web APIs for Django. ⚡️ | 2019-08-19T20:27:33Z |
| 51 | 15070 | 2766 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 52 | macOS-Security-and-Privacy-Guide | 15068 | 1058 | Python | 5 | Guide to securing and improving privacy on macOS | 2019-08-16T17:16:55Z |
| 53 | HelloGitHub | 15052 | 1667 | Python | 34 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2019-08-20T07:10:45Z |
| 54 | sqlmap | 14908 | 3251 | Python | 43 | Automatic SQL injection and database takeover tool | 2019-08-19T22:35:20Z |
| 55 | python-fire | 14843 | 885 | Python | 49 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-08-08T19:10:00Z |
| 56 | ZeroNet | 14428 | 1858 | Python | 600 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-08-20T10:42:02Z |
| 57 | spaCy | 14231 | 2474 | Python | 189 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-08-20T06:21:08Z |
| 58 | algo | 14147 | 1236 | Python | 44 | Set up a personal VPN in the cloud | 2019-08-19T18:30:25Z |
| 59 | glances | 14003 | 956 | Python | 119 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-08-17T09:21:35Z |
| 60 | wechat_jump_game | 13921 | 4684 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 61 | magenta | 13749 | 2743 | Python | 208 | Magenta: Music and Art Generation with Machine Intelligence | 2019-08-14T14:57:11Z |
| 62 | Mask_RCNN | 13573 | 6100 | Python | 1046 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-08-20T08:29:56Z |
| 63 | redash | 13548 | 2277 | Python | 445 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-08-20T09:04:56Z |
| 64 | airflow | 13547 | 5004 | Python | 338 | Apache Airflow | 2019-08-20T11:00:47Z |
| 65 | pyspider | 13542 | 3323 | Python | 243 | A Powerful Spider(Web Crawler) System in Python. | 2019-08-17T04:52:41Z |
| 66 | hosts | 13257 | 1173 | Python | 55 | 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. | 2019-08-17T05:29:44Z |
| 67 | celery | 13194 | 3374 | Python | 332 | Distributed Task Queue (development branch) | 2019-08-20T10:35:29Z |
| 68 | TensorFlow-Course | 12970 | 2537 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow | 2019-05-16T05:36:38Z |
| 69 | manim | 12677 | 1461 | Python | 98 | Animation engine for explanatory math videos | 2019-08-20T06:35:50Z |
| 70 | Python | 12379 | 6780 | Python | 84 | My Python Examples | 2019-08-19T11:51:35Z |
| 71 | bitcoinbook | 12188 | 3541 | Python | 79 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-07-24T16:35:41Z |
| 72 | black | 12132 | 624 | Python | 206 | The uncompromising Python code formatter | 2019-08-19T01:02:02Z |
| 73 | luigi | 12091 | 1988 | Python | 45 | 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. | 2019-08-20T01:47:44Z |
| 74 | funNLP | 11704 | 3382 | 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。 | 2019-08-03T11:58:39Z |
| 75 | NLP-progress | 11626 | 1939 | Python | 24 | 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. | 2019-08-20T10:11:45Z |
| 76 | fabric | 11578 | 1743 | Python | 352 | Simple, Pythonic remote execution and deployment. | 2019-08-13T04:29:17Z |
| 77 | Awesome-Linux-Software | 11449 | 1079 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-08-14T04:45:59Z |
| 78 | nginx-proxy | 11403 | 2114 | Python | 546 | Automated nginx proxy for Docker containers using docker-gen | 2019-08-18T15:13:34Z |
| 79 | bokeh | 11268 | 2829 | Python | 422 | Interactive Data Visualization in the browser, from Python | 2019-08-19T22:48:36Z |
| 80 | tqdm | 11229 | 595 | Python | 214 | A Fast, Extensible Progress Bar for Python and CLI | 2019-08-18T22:34:09Z |
| 81 | pytorch-transformers | 10990 | 2697 | Python | 204 | 👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP) | 2019-08-20T10:42:25Z |
| 82 | d2l-zh | 10963 | 2839 | Python | 4 | 《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。 | 2019-08-20T01:00:00Z |
| 83 | material-theme | 10955 | 790 | Python | 5 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-08-09T15:23:01Z |
| 84 | locust | 10724 | 1546 | Python | 189 | Scalable user load testing tool written in Python | 2019-08-06T23:53:02Z |
| 85 | powerline | 10633 | 819 | Python | 176 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-07-05T11:31:33Z |
| 86 | pix2code | 10390 | 1075 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 87 | zulip | 10301 | 3158 | Python | 1342 | Zulip server - powerful open source team chat | 2019-08-20T05:30:08Z |
| 88 | salt | 10198 | 4617 | Python | 2728 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-08-20T10:53:46Z |
| 89 | cookiecutter | 10092 | 1112 | Python | 208 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-08-15T15:17:24Z |
| 90 | requests-html | 10092 | 624 | Python | 68 | Pythonic HTML Parsing for Humans™ | 2019-08-11T03:04:11Z |
| 91 | autojump | 9993 | 494 | Python | 156 | A cd command that learns - easily navigate directories from the command line | 2019-07-27T10:21:28Z |
| 92 | matplotlib | 9896 | 4405 | Python | 1476 | matplotlib: plotting with Python | 2019-08-20T10:34:06Z |
| 93 | neural-networks-and-deep-learning | 9821 | 4754 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 94 | FastPhotoStyle | 9797 | 971 | Python | 41 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 95 | examples | 9778 | 4562 | Python | 180 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-08-20T03:18:57Z |
| 96 | gensim | 9715 | 3523 | Python | 257 | Topic Modelling for Humans | 2019-08-19T22:54:21Z |
| 97 | kivy | 9714 | 2177 | Python | 652 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-08-18T23:13:45Z |
| 98 | dash | 9678 | 969 | Python | 201 | Analytical Web Apps for Python. No JavaScript Required. | 2019-08-20T06:21:57Z |
| 99 | yapf | 9639 | 656 | Python | 232 | A formatter for Python files | 2019-08-13T22:05:50Z |
| 100 | Zappa | 9563 | 1042 | Python | 589 | Serverless Python | 2019-08-20T08:00:53Z |