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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 | 71727 | 11323 | Python | 103 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-08-24T00:22:53Z |
| 2 | awesome-python | 71662 | 14046 | Python | 482 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-08-16T15:21:42Z |
| 3 | public-apis | 60391 | 6473 | Python | 64 | A collective list of free APIs for use in software and web development. | 2019-08-19T12:49:39Z |
| 4 | models | 56764 | 35581 | Python | 1848 | Models and examples built with TensorFlow | 2019-08-24T00:32:20Z |
| 5 | youtube-dl | 54683 | 9479 | Python | 2970 | Command-line program to download videos from YouTube.com and other video sites | 2019-08-23T23:38:56Z |
| 6 | thefuck | 46259 | 2285 | Python | 167 | Magnificent app which corrects your previous console command. | 2019-08-23T01:02:04Z |
| 7 | flask | 46038 | 12828 | Python | 20 | The Python micro framework for building web applications. | 2019-08-17T00:37:56Z |
| 8 | keras | 43641 | 16609 | Python | 2537 | Deep Learning for humans | 2019-08-24T00:19:25Z |
| 9 | django | 43601 | 18738 | Python | 226 | The Web framework for perfectionists with deadlines. | 2019-08-23T23:34:55Z |
| 10 | httpie | 42768 | 2810 | 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 | 41420 | 10437 | Python | 3 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-08-20T13:22:41Z |
| 12 | requests | 39883 | 7250 | Python | 229 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-08-24T05:15:10Z |
| 13 | ansible | 38995 | 16512 | Python | 6093 | 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/ | 2019-08-24T09:51:29Z |
| 14 | scikit-learn | 36720 | 18030 | Python | 1888 | scikit-learn: machine learning in Python | 2019-08-24T09:04:10Z |
| 15 | scrapy | 34092 | 7982 | Python | 695 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-08-22T18:11:27Z |
| 16 | big-list-of-naughty-strings | 33004 | 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 | 31102 | 18967 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 18 | XX-Net | 28491 | 7670 | Python | 7404 | a web proxy tool | 2019-08-11T10:42:32Z |
| 19 | face_recognition | 27360 | 7362 | Python | 358 | The world's simplest facial recognition api for Python and the command line | 2019-08-20T12:12:40Z |
| 20 | you-get | 26594 | 5311 | Python | 318 | ⏬ Dumb downloader that scrapes the web | 2019-08-19T11:45:58Z |
| 21 | cpython | 26220 | 11256 | Python | 1099 | The Python programming language | 2019-08-24T10:48:27Z |
| 22 | Algorithm_Interview_Notes-Chinese | 26086 | 8042 | 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 | 25975 | 7588 | Python | 881 | 🏡 Open source home automation that puts local control and privacy first | 2019-08-24T09:53:25Z |
| 24 | certbot | 25527 | 2657 | Python | 569 | 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. | 2019-08-23T23:46:55Z |
| 25 | 100-Days-Of-ML-Code | 25109 | 6073 | Python | 45 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 26 | CppCoreGuidelines | 23988 | 3148 | Python | 132 | 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 | 23811 | 5412 | Python | 73 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 28 | tldr | 23246 | 1725 | Python | 86 | 📚 Simplified and community-driven man pages | 2019-08-24T06:20:25Z |
| 29 | faceswap | 21952 | 7279 | Python | 12 | Deepfakes Software For All | 2019-08-24T07:19:50Z |
| 30 | sentry | 21880 | 2524 | Python | 901 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-08-23T23:13:39Z |
| 31 | python-patterns | 21748 | 4670 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 32 | Detectron | 21555 | 4686 | Python | 268 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-08-16T18:34:11Z |
| 33 | pandas | 20926 | 8310 | Python | 3211 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-08-24T09:48:29Z |
| 34 | linux-insides | 20070 | 2168 | Python | 33 | A little bit about a linux kernel | 2019-08-21T21:19:38Z |
| 35 | jieba | 19809 | 5105 | Python | 486 | 结巴中文分词 | 2019-07-20T06:48:03Z |
| 36 | YouCompleteMe | 19617 | 2229 | Python | 60 | A code-completion engine for Vim | 2019-08-11T22:15:56Z |
| 37 | localstack | 18673 | 1320 | Python | 453 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-08-23T06:33:55Z |
| 38 | AiLearning | 18395 | 6523 | 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 |
| 39 | ItChat | 18381 | 4241 | 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 |
| 40 | tornado | 18185 | 5033 | Python | 173 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-08-19T10:33:55Z |
| 41 | interview_internal_reference | 18160 | 4915 | Python | 8 | 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。 | 2019-08-12T02:37:14Z |
| 42 | pipenv | 18069 | 1336 | Python | 289 | Python Development Workflow for Humans. | 2019-08-16T05:51:46Z |
| 43 | interactive-coding-challenges | 17921 | 2673 | Python | 44 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2019-08-14T18:16:00Z |
| 44 | gym | 17884 | 4868 | Python | 164 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-08-23T23:29:45Z |
| 45 | bert | 17583 | 4528 | Python | 473 | TensorFlow code and pre-trained models for BERT | 2019-08-23T10:41:58Z |
| 46 | incubator-mxnet | 17562 | 6243 | Python | 1402 | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more | 2019-08-24T06:07:12Z |
| 47 | cheat.sh | 17272 | 827 | Python | 45 | the only cheat sheet you need | 2019-08-19T05:16:48Z |
| 48 | compose | 17108 | 2654 | Python | 537 | Define and run multi-container applications with Docker | 2019-08-22T14:47:38Z |
| 49 | data-science-ipython-notebooks | 16248 | 4991 | 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 |
| 50 | mitmproxy | 16048 | 2066 | Python | 286 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-08-16T02:05:20Z |
| 51 | algorithms | 15677 | 2983 | Python | 57 | Minimal examples of data structures and algorithms in Python | 2019-08-23T10:47:41Z |
| 52 | wtfpython | 15647 | 1502 | Python | 19 | A collection of surprising Python snippets and lesser-known features. | 2019-08-04T07:26:25Z |
| 53 | django-rest-framework | 15165 | 4445 | Python | 195 | Web APIs for Django. ⚡️ | 2019-08-23T18:54:09Z |
| 54 | HelloGitHub | 15125 | 1670 | Python | 31 | :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 |
| 55 | 15087 | 2771 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 56 | macOS-Security-and-Privacy-Guide | 15082 | 1058 | Python | 5 | Guide to securing and improving privacy on macOS | 2019-08-16T17:16:55Z |
| 57 | sqlmap | 14932 | 3256 | Python | 43 | Automatic SQL injection and database takeover tool | 2019-08-23T07:49:23Z |
| 58 | python-fire | 14867 | 889 | Python | 52 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-08-08T19:10:00Z |
| 59 | ZeroNet | 14468 | 1865 | Python | 593 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-08-23T01:45:11Z |
| 60 | spaCy | 14263 | 2477 | Python | 181 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-08-24T06:29:11Z |
| 61 | algo | 14198 | 1242 | Python | 42 | Set up a personal VPN in the cloud | 2019-08-23T13:20:20Z |
| 62 | glances | 14035 | 958 | Python | 117 | 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 |
| 63 | wechat_jump_game | 13924 | 4684 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 64 | magenta | 13768 | 2748 | Python | 208 | Magenta: Music and Art Generation with Machine Intelligence | 2019-08-23T17:33:31Z |
| 65 | ipython | 13727 | 3864 | Python | 1201 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-08-22T21:08:52Z |
| 66 | Mask_RCNN | 13633 | 6136 | Python | 1057 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-08-20T11:18:19Z |
| 67 | airflow | 13603 | 5029 | Python | 320 | Apache Airflow | 2019-08-24T09:21:12Z |
| 68 | redash | 13592 | 2288 | Python | 448 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-08-23T22:09:41Z |
| 69 | pyspider | 13559 | 3325 | Python | 243 | A Powerful Spider(Web Crawler) System in Python. | 2019-08-17T04:52:41Z |
| 70 | hosts | 13282 | 1174 | Python | 53 | 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. | 2019-08-22T18:24:46Z |
| 71 | celery | 13226 | 3380 | Python | 332 | Distributed Task Queue (development branch) | 2019-08-23T20:48:57Z |
| 72 | TensorFlow-Course | 13017 | 2546 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow | 2019-05-16T05:36:38Z |
| 73 | pytorch-tutorial | 13011 | 4040 | Python | 50 | PyTorch Tutorial for Deep Learning Researchers | 2019-07-12T13:02:07Z |
| 74 | manim | 12844 | 1486 | Python | 104 | Animation engine for explanatory math videos | 2019-08-21T17:21:28Z |
| 75 | sanic | 12658 | 1191 | Python | 51 | Async Python 3.6+ web server/framework | Build fast. Run fast. | 2019-08-24T10:06:47Z |
| 76 | Python | 12451 | 6806 | Python | 85 | My Python Examples | 2019-08-19T11:51:35Z |
| 77 | PySnooper | 12420 | 769 | Python | 17 | Never use print for debugging again | 2019-08-23T09:06:25Z |
| 78 | black | 12228 | 629 | Python | 207 | The uncompromising Python code formatter | 2019-08-23T14:51:30Z |
| 79 | bitcoinbook | 12196 | 3540 | Python | 79 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-07-24T16:35:41Z |
| 80 | luigi | 12118 | 1989 | Python | 43 | 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. | 2019-08-23T13:22:20Z |
| 81 | ML-From-Scratch | 11981 | 2195 | Python | 12 | 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. | 2019-07-11T16:20:06Z |
| 82 | funNLP | 11884 | 3432 | 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 |
| 83 | NLP-progress | 11678 | 1952 | Python | 23 | 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. | 2019-08-23T13:21:18Z |
| 84 | fabric | 11594 | 1744 | Python | 353 | Simple, Pythonic remote execution and deployment. | 2019-08-13T04:29:17Z |
| 85 | Awesome-Linux-Software | 11461 | 1079 | Python | 10 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-08-14T04:45:59Z |
| 86 | nginx-proxy | 11441 | 2117 | Python | 548 | Automated nginx proxy for Docker containers using docker-gen | 2019-08-18T15:13:34Z |
| 87 | bokeh | 11309 | 2838 | Python | 428 | Interactive Data Visualization in the browser, from Python | 2019-08-23T21:43:11Z |
| 88 | tqdm | 11274 | 596 | Python | 212 | A Fast, Extensible Progress Bar for Python and CLI | 2019-08-23T01:50:46Z |
| 89 | pytorch-transformers | 11154 | 2741 | Python | 206 | 👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP) | 2019-08-24T01:52:49Z |
| 90 | d2l-zh | 11002 | 2847 | 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。 | 2019-08-22T22:13:13Z |
| 91 | material-theme | 10958 | 790 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-08-20T19:59:53Z |
| 92 | locust | 10753 | 1552 | Python | 185 | Scalable user load testing tool written in Python | 2019-08-23T17:36:03Z |
| 93 | powerline | 10639 | 819 | Python | 177 | 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 |
| 94 | awesome-algorithm | 10483 | 2153 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 95 | pix2code | 10392 | 1077 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 96 | zulip | 10322 | 3165 | Python | 1338 | Zulip server - powerful open source team chat | 2019-08-24T10:01:14Z |
| 97 | salt | 10207 | 4620 | Python | 2732 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-08-24T04:03:15Z |
| 98 | cookiecutter | 10123 | 1110 | Python | 204 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-08-22T15:49:35Z |
| 99 | requests-html | 10111 | 625 | Python | 68 | Pythonic HTML Parsing for Humans™ | 2019-08-11T03:04:11Z |
| 100 | autojump | 10016 | 496 | Python | 156 | A cd command that learns - easily navigate directories from the command line | 2019-07-27T10:21:28Z |