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Github Ranking
Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | awesome-python | 70350 | 13750 | Python | 474 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-07-23T09:48:20Z |
| 2 | system-design-primer | 69722 | 10896 | Python | 105 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2019-07-23T16:11:37Z |
| 3 | public-apis | 59365 | 6291 | Python | 64 | A collective list of free APIs for use in software and web development. | 2019-07-23T12:31:41Z |
| 4 | models | 55743 | 34799 | Python | 1763 | Models and examples built with TensorFlow | 2019-07-25T09:46:06Z |
| 5 | youtube-dl | 53204 | 9264 | Python | 2896 | Command-line program to download videos from YouTube.com and other video sites | 2019-07-24T05:17:36Z |
| 6 | flask | 45528 | 12759 | Python | 18 | The Python micro framework for building web applications. | 2019-07-24T07:59:32Z |
| 7 | thefuck | 45001 | 2229 | Python | 166 | Magnificent app which corrects your previous console command. | 2019-07-22T02:05:22Z |
| 8 | django | 42968 | 18467 | Python | 216 | The Web framework for perfectionists with deadlines. | 2019-07-25T10:58:44Z |
| 9 | keras | 42939 | 16364 | Python | 2483 | Deep Learning for humans | 2019-07-24T20:01:36Z |
| 10 | awesome-machine-learning | 40978 | 10305 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-07-13T23:43:54Z |
| 11 | requests | 39503 | 7201 | Python | 248 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-07-25T09:49:37Z |
| 12 | ansible | 38525 | 16168 | Python | 5915 | 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/ | 2019-07-25T10:59:15Z |
| 13 | scrapy | 33720 | 7925 | Python | 761 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-07-24T08:35:04Z |
| 14 | big-list-of-naughty-strings | 32878 | 1406 | 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 |
| 15 | shadowsocks | 30885 | 18829 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 16 | XX-Net | 28313 | 7644 | Python | 7499 | a web proxy tool | 2019-07-25T02:00:32Z |
| 17 | you-get | 26002 | 5197 | Python | 321 | ⏬ Dumb downloader that scrapes the web | 2019-07-16T07:12:50Z |
| 18 | cpython | 25627 | 10827 | Python | 1032 | The Python programming language | 2019-07-25T06:29:35Z |
| 19 | home-assistant | 25432 | 7349 | Python | 906 | 🏡 Open source home automation that puts local control and privacy first | 2019-07-25T10:47:25Z |
| 20 | certbot | 25392 | 2635 | Python | 547 | 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. | 2019-07-25T08:23:29Z |
| 21 | Algorithm_Interview_Notes-Chinese | 24974 | 7720 | 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 |
| 22 | 100-Days-Of-ML-Code | 24540 | 5829 | Python | 44 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 23 | Deep-Learning-Papers-Reading-Roadmap | 23547 | 5356 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 24 | sentry | 21583 | 2483 | Python | 896 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-07-25T06:20:08Z |
| 25 | Detectron | 21184 | 4579 | Python | 259 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-07-25T09:23:18Z |
| 26 | pandas | 20500 | 8105 | Python | 3121 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2019-07-25T10:23:12Z |
| 27 | linux-insides | 19948 | 2147 | Python | 30 | A little bit about a linux kernel | 2019-07-20T08:09:32Z |
| 28 | jieba | 19473 | 5046 | Python | 485 | 结巴中文分词 | 2019-07-20T06:48:03Z |
| 29 | YouCompleteMe | 19427 | 2199 | Python | 51 | A code-completion engine for Vim | 2019-07-15T21:06:03Z |
| 30 | ItChat | 18060 | 4172 | Python | 194 | 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。 | 2019-07-16T04:19:48Z |
| 31 | tornado | 18059 | 4999 | Python | 169 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-07-17T21:52:36Z |
| 32 | pipenv | 17805 | 1311 | Python | 275 | Python Development Workflow for Humans. | 2019-07-18T16:23:01Z |
| 33 | interactive-coding-challenges | 17669 | 2630 | Python | 43 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 34 | gym | 17550 | 4767 | Python | 168 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-07-23T19:34:41Z |
| 35 | AiLearning | 17402 | 6167 | Python | 27 | 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 |
| 36 | bert | 16930 | 4246 | Python | 444 | TensorFlow code and pre-trained models for BERT | 2019-07-21T02:25:04Z |
| 37 | compose | 16832 | 2590 | Python | 506 | Define and run multi-container applications with Docker | 2019-07-25T10:15:13Z |
| 38 | chinese-poetry | 16773 | 2923 | Python | 28 | 最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。 | 2019-07-25T02:00:40Z |
| 39 | mitmproxy | 15735 | 2026 | Python | 265 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-07-24T09:31:50Z |
| 40 | algorithms | 15479 | 2926 | Python | 55 | Minimal examples of data structures and algorithms in Python | 2019-07-23T15:25:47Z |
| 41 | wtfpython | 15344 | 1464 | Python | 18 | A collection of surprising Python snippets and lesser-known features. | 2019-07-21T13:27:11Z |
| 42 | 15051 | 2763 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z | |
| 43 | macOS-Security-and-Privacy-Guide | 14978 | 1050 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 44 | django-rest-framework | 14860 | 4376 | Python | 173 | Web APIs for Django. ⚡️ | 2019-07-25T06:41:02Z |
| 45 | sqlmap | 14728 | 3194 | Python | 50 | Automatic SQL injection and database takeover tool | 2019-07-24T21:43:21Z |
| 46 | python-fire | 14523 | 863 | Python | 56 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2019-07-24T21:50:59Z |
| 47 | HelloGitHub | 14257 | 1562 | Python | 28 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2019-07-17T02:51:34Z |
| 48 | ZeroNet | 14104 | 1825 | Python | 569 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-07-18T01:34:17Z |
| 49 | spaCy | 13947 | 2421 | Python | 169 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-07-25T10:14:23Z |
| 50 | wechat_jump_game | 13916 | 4678 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
| 51 | algo | 13913 | 1225 | Python | 46 | Set up a personal VPN in the cloud | 2019-07-23T07:21:54Z |
| 52 | glances | 13870 | 944 | Python | 110 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-07-17T15:54:22Z |
| 53 | ipython | 13685 | 3852 | Python | 1188 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-07-24T22:00:49Z |
| 54 | magenta | 13614 | 2702 | Python | 206 | Magenta: Music and Art Generation with Machine Intelligence | 2019-07-25T10:33:01Z |
| 55 | pyspider | 13410 | 3297 | Python | 241 | A Powerful Spider(Web Crawler) System in Python. | 2019-07-17T09:46:43Z |
| 56 | airflow | 13194 | 4830 | Python | 316 | Apache Airflow | 2019-07-25T10:11:55Z |
| 57 | hosts | 13118 | 1153 | Python | 54 | 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. | 2019-07-22T01:26:35Z |
| 58 | celery | 13028 | 3345 | Python | 330 | Distributed Task Queue (development branch) | 2019-07-23T16:47:27Z |
| 59 | TensorFlow-Course | 12721 | 2456 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow | 2019-05-16T05:36:38Z |
| 60 | pytorch-tutorial | 12508 | 3854 | Python | 49 | PyTorch Tutorial for Deep Learning Researchers | 2019-07-12T13:02:07Z |
| 61 | sanic | 12477 | 1169 | Python | 45 | Async Python 3.6+ web server/framework | Build fast. Run fast. | 2019-07-25T07:10:57Z |
| 62 | interview_internal_reference | 12382 | 3284 | Python | 6 | 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。 | 2019-07-23T03:49:05Z |
| 63 | PySnooper | 12245 | 754 | Python | 15 | Never use print for debugging again | 2019-07-19T11:47:34Z |
| 64 | luigi | 11956 | 1975 | Python | 47 | 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. | 2019-07-19T11:04:08Z |
| 65 | Python | 11924 | 6634 | Python | 84 | My Python Examples | 2019-07-23T03:00:12Z |
| 66 | ML-From-Scratch | 11736 | 2138 | 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 |
| 67 | manim | 11637 | 1323 | Python | 83 | Animation engine for explanatory math videos | 2019-07-25T03:38:49Z |
| 68 | black | 11590 | 596 | Python | 188 | The uncompromising Python code formatter | 2019-07-25T10:52:43Z |
| 69 | fabric | 11482 | 1734 | Python | 349 | Simple, Pythonic remote execution and deployment. | 2019-07-08T06:26:26Z |
| 70 | Awesome-Linux-Software | 11358 | 1064 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros. | 2019-07-19T07:19:37Z |
| 71 | NLP-progress | 11333 | 1878 | Python | 20 | 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. | 2019-07-22T14:42:06Z |
| 72 | nginx-proxy | 11244 | 2078 | Python | 538 | Automated nginx proxy for Docker containers using docker-gen | 2019-07-22T18:10:41Z |
| 73 | bokeh | 11021 | 2788 | Python | 409 | Interactive Data Visualization in the browser, from Python | 2019-07-24T23:30:34Z |
| 74 | material-theme | 10924 | 788 | Python | 5 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-07-11T00:28:54Z |
| 75 | tqdm | 10899 | 577 | Python | 213 | A Fast, Extensible Progress Bar for Python and CLI | 2019-07-23T22:10:06Z |
| 76 | funNLP | 10789 | 3026 | 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。 | 2019-07-18T08:07:13Z |
| 77 | d2l-zh | 10681 | 2728 | 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。 | 2019-07-24T06:41:35Z |
| 78 | awesome-algorithm | 10564 | 2151 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 79 | powerline | 10556 | 815 | 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. | 2019-07-05T11:31:33Z |
| 80 | locust | 10547 | 1522 | Python | 182 | Scalable user load testing tool written in Python | 2019-07-22T18:55:36Z |
| 81 | pix2code | 10344 | 1066 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 82 | zulip | 10148 | 3126 | Python | 1340 | Zulip server - powerful open source team chat | 2019-07-25T10:57:50Z |
| 83 | salt | 10106 | 4602 | Python | 2671 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2019-07-25T09:20:11Z |
| 84 | cookiecutter | 9942 | 1088 | Python | 204 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-07-23T18:53:17Z |
| 85 | requests-html | 9934 | 605 | Python | 66 | Pythonic HTML Parsing for Humans™ | 2019-07-25T07:46:32Z |
| 86 | autojump | 9881 | 487 | Python | 154 | A cd command that learns - easily navigate directories from the command line | 2019-07-22T12:37:33Z |
| 87 | pytorch-transformers | 9760 | 2382 | Python | 182 | 👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP) | 2019-07-25T08:56:43Z |
| 88 | FastPhotoStyle | 9751 | 953 | Python | 39 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 89 | matplotlib | 9665 | 4332 | Python | 1473 | matplotlib: plotting with Python | 2019-07-25T10:33:04Z |
| 90 | neural-networks-and-deep-learning | 9606 | 4676 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 91 | gensim | 9591 | 3493 | Python | 243 | Topic Modelling for Humans | 2019-07-23T15:44:45Z |
| 92 | kivy | 9587 | 2145 | Python | 643 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-07-24T09:59:35Z |
| 93 | yapf | 9528 | 650 | Python | 232 | A formatter for Python files | 2019-07-21T06:18:04Z |
| 94 | examples | 9494 | 4413 | Python | 175 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-07-21T11:31:08Z |
| 95 | Zappa | 9456 | 1026 | Python | 575 | Serverless Python | 2019-07-22T10:20:13Z |
| 96 | neural-enhance | 9362 | 1029 | Python | 120 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 97 | ChromeAppHeroes | 9225 | 781 | Python | 3 | 🌈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~ | 2019-07-25T01:44:13Z |
| 98 | game-programmer | 9225 | 1108 | Python | 17 | A Study Path for Game Programmer | 2019-04-30T01:30:36Z |
| 99 | zipline | 9197 | 2812 | Python | 309 | Zipline, a Pythonic Algorithmic Trading Library | 2019-07-23T15:37:43Z |
| 100 | tflearn | 9170 | 2325 | Python | 558 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |