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[Github Ranking](../README.md)
==========
## Top 100 Stars in Python
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 86381 | 14791 | Python | 140 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2020-03-30T00:40:51Z |
| 2 | [public-apis](https://github.com/public-apis/public-apis) | 73199 | 8397 | Python | 91 | A collective list of free APIs for use in software and web development. | 2020-04-01T05:37:28Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 69017 | 20856 | Python | 23 | All Algorithms implemented in Python | 2020-04-01T04:41:56Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 63608 | 11056 | Python | 3294 | Command-line program to download videos from YouTube.com and other video sites | 2020-04-01T01:16:42Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 52753 | 2644 | Python | 221 | Magnificent app which corrects your previous console command. | 2020-03-30T15:09:50Z |
| 6 | [django](https://github.com/django/django) | 48216 | 20886 | Python | 216 | The Web framework for perfectionists with deadlines. | 2020-04-01T10:55:43Z |
| 7 | [keras](https://github.com/keras-team/keras) | 47480 | 17957 | Python | 2966 | Deep Learning for humans | 2020-03-20T02:49:46Z |
| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 46198 | 2986 | Python | 165 | 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 | 2020-03-29T00:09:05Z |
| 9 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 44030 | 11133 | Python | 6 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-04-01T01:02:12Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 42457 | 18718 | Python | 6174 | 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/ | 2020-04-01T09:31:39Z |
| 11 | [requests](https://github.com/psf/requests) | 42064 | 7634 | Python | 277 | A simple, yet elegant HTTP library. | 2020-03-31T02:15:27Z |
| 12 | [scrapy](https://github.com/scrapy/scrapy) | 36599 | 8493 | Python | 736 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-03-31T18:32:46Z |
| 13 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 35506 | 1565 | Python | 63 | 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. | 2020-03-14T17:30:37Z |
| 14 | [face_recognition](https://github.com/ageitgey/face_recognition) | 33183 | 9247 | Python | 458 | The world's simplest facial recognition api for Python and the command line | 2020-03-20T04:45:10Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32514 | 19728 | Python | 449 | None | 2019-11-06T02:01:03Z |
| 16 | [XX-Net](https://github.com/XX-net/XX-Net) | 29819 | 7878 | Python | 7418 | a web proxy tool | 2020-03-30T08:46:48Z |
| 17 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 28647 | 4160 | Python | 6 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-03-30T03:59:36Z |
| 18 | [incubator-superset](https://github.com/apache/incubator-superset) | 28241 | 5758 | Python | 251 | Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application | 2020-04-01T02:43:43Z |
| 19 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 25885 | 5940 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-11-27T15:21:37Z |
| 20 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 24916 | 6893 | Python | 17 | 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。 | 2020-03-18T03:01:45Z |
| 21 | [sentry](https://github.com/getsentry/sentry) | 24420 | 2769 | Python | 1028 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-04-01T09:57:35Z |
| 22 | [transformers](https://github.com/huggingface/transformers) | 24415 | 5677 | Python | 414 | 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. | 2020-04-01T09:28:13Z |
| 23 | [pandas](https://github.com/pandas-dev/pandas) | 24185 | 9730 | Python | 3495 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-04-01T09:33:42Z |
| 24 | [localstack](https://github.com/localstack/localstack) | 23789 | 1748 | Python | 264 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-04-01T06:22:32Z |
| 25 | [Detectron](https://github.com/facebookresearch/Detectron) | 23033 | 5090 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-01-22T07:51:43Z |
| 26 | [jieba](https://github.com/fxsjy/jieba) | 22357 | 5570 | Python | 533 | 结巴中文分词 | 2020-02-18T14:47:58Z |
| 27 | [ItChat](https://github.com/littlecodersh/ItChat) | 20082 | 4687 | Python | 217 | 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。 | 2020-03-19T09:22:31Z |
| 28 | [pipenv](https://github.com/pypa/pipenv) | 19901 | 1486 | Python | 397 | Python Development Workflow for Humans. | 2020-04-01T05:36:49Z |
| 29 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 19599 | 1834 | Python | 26 | Do you think you know Python? | 2020-03-25T17:10:44Z |
| 30 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 19432 | 3030 | Python | 54 | 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2019-10-22T16:06:47Z |
| 31 | [compose](https://github.com/docker/compose) | 19139 | 3044 | Python | 327 | Define and run multi-container applications with Docker | 2020-03-31T13:13:56Z |
| 32 | [HanLP](https://github.com/hankcs/HanLP) | 18676 | 5173 | Python | 7 | 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 | 2020-03-16T14:41:00Z |
| 33 | [incubator-mxnet](https://github.com/apache/incubator-mxnet) | 18512 | 6611 | Python | 1846 | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more | 2020-04-01T10:48:44Z |
| 34 | [cheat.sh](https://github.com/chubin/cheat.sh) | 18499 | 910 | Python | 60 | the only cheat sheet you need | 2020-03-30T14:34:58Z |
| 35 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 18298 | 2376 | Python | 270 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-03-31T04:38:20Z |
| 36 | [algo](https://github.com/trailofbits/algo) | 17789 | 1501 | Python | 71 | Set up a personal VPN in the cloud | 2020-03-12T20:10:44Z |
| 37 | [GitHub-Chinese-Top-Charts](https://github.com/kon9chunkit/GitHub-Chinese-Top-Charts) | 17139 | 2235 | Python | 58 | :cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！（武汉加油！中国加油！世界加油！） | 2020-03-23T01:33:15Z |
| 38 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 16956 | 4919 | Python | 245 | Web APIs for Django. 🎸 | 2020-03-31T13:53:34Z |
| 39 | [Python](https://github.com/geekcomputers/Python) | 16758 | 8227 | Python | 107 | My Python Examples | 2020-03-25T20:45:23Z |
| 40 | [python-fire](https://github.com/google/python-fire) | 16560 | 1022 | Python | 52 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-03-24T17:06:44Z |
| 41 | [airflow](https://github.com/apache/airflow) | 16166 | 6216 | Python | 211 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-04-01T10:53:40Z |
| 42 | [spaCy](https://github.com/explosion/spaCy) | 16097 | 2863 | Python | 192 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-04-01T08:30:50Z |
| 43 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 16066 | 5073 | Python | 58 | PyTorch Tutorial for Deep Learning Researchers | 2020-03-04T13:50:10Z |
| 44 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 15812 | 2901 | Python | 128 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-03-31T23:42:41Z |
| 45 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 15812 | 3068 | Python | 29 | 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. | 2020-01-29T17:50:42Z |
| 46 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 15543 | 2011 | Python | 634 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2020-03-30T22:48:30Z |
| 47 | [black](https://github.com/psf/black) | 15345 | 862 | Python | 280 | The uncompromising Python code formatter | 2020-03-30T20:27:59Z |
| 48 | [reddit](https://github.com/reddit-archive/reddit) | 15329 | 2818 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 49 | [hosts](https://github.com/StevenBlack/hosts) | 14906 | 1335 | Python | 41 | 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. | 2020-04-01T06:54:43Z |
| 50 | [magenta](https://github.com/tensorflow/magenta) | 14825 | 3020 | Python | 241 | Magenta: Music and Art Generation with Machine Intelligence | 2020-03-31T17:08:32Z |
| 51 | [celery](https://github.com/celery/celery) | 14710 | 3647 | Python | 417 | Distributed Task Queue (development branch) | 2020-04-01T08:46:46Z |
| 52 | [algo](https://github.com/wangzheng0822/algo) | 14339 | 4479 | Python | 98 | 数据结构和算法必知必会的50个代码实现 | 2020-03-29T02:11:07Z |
| 53 | [pyspider](https://github.com/binux/pyspider) | 14213 | 3463 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2020-02-29T20:14:01Z |
| 54 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 14207 | 2845 | Python | 0 | Simple and ready-to-use tutorials for TensorFlow | 2020-03-17T02:14:13Z |
| 55 | [ipython](https://github.com/ipython/ipython) | 14097 | 3984 | Python | 1302 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-03-30T18:22:11Z |
| 56 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13916 | 4631 | Python | 30 | 微信《跳一跳》Python 辅助 | 2020-01-28T22:11:05Z |
| 57 | [tqdm](https://github.com/tqdm/tqdm) | 13886 | 715 | Python | 243 | A Fast, Extensible Progress Bar for Python and CLI | 2020-03-31T22:09:00Z |
| 58 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 13753 | 1412 | Python | 15 | A list of awesome applications, software, tools and other materials for Linux distros. | 2020-04-01T07:22:39Z |
| 59 | [sanic](https://github.com/huge-success/sanic) | 13630 | 1266 | Python | 75 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-04-01T10:32:29Z |
| 60 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 13548 | 4244 | Python | 15 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-04-01T10:24:38Z |
| 61 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13349 | 838 | Python | 13 | Never use print for debugging again | 2019-12-14T13:35:08Z |
| 62 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 13205 | 3056 | Python | 37 | DeepFaceLab is the leading software for creating deepfakes. | 2020-03-30T15:46:25Z |
| 63 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 13122 | 3826 | Python | 87 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-03-02T10:11:48Z |
| 64 | [bokeh](https://github.com/bokeh/bokeh) | 13104 | 3329 | Python | 490 | Interactive Data Visualization in the browser, from Python | 2020-04-01T02:04:01Z |
| 65 | [luigi](https://github.com/spotify/luigi) | 13093 | 2106 | Python | 64 | 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. | 2020-03-30T18:32:38Z |
| 66 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 12819 | 2325 | Python | 589 | Automated nginx proxy for Docker containers using docker-gen | 2020-03-25T20:27:03Z |
| 67 | [examples](https://github.com/pytorch/examples) | 12388 | 5829 | Python | 245 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-03-26T17:30:05Z |
| 68 | [locust](https://github.com/locustio/locust) | 12367 | 1760 | Python | 50 | Scalable user load testing tool written in Python | 2020-04-01T10:58:54Z |
| 69 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 12301 | 1739 | Python | 45 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-03-30T20:33:33Z |
| 70 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 12231 | 2447 | Python | 7 | Comprehensive Python Cheatsheet | 2020-03-25T05:49:14Z |
| 71 | [wxpy](https://github.com/youfou/wxpy) | 11998 | 2125 | Python | 294 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 72 | [fastapi](https://github.com/tiangolo/fastapi) | 11890 | 733 | Python | 209 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-04-01T05:22:41Z |
| 73 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 11408 | 3324 | Python | 189 | Image-to-Image Translation in PyTorch | 2020-04-01T06:47:58Z |
| 74 | [gpt-2](https://github.com/openai/gpt-2) | 11344 | 2749 | Python | 93 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-02-18T00:22:20Z |
| 75 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 11299 | 2403 | Python | 69 | 😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟 | 2019-11-24T15:08:59Z |
| 76 | [dash](https://github.com/plotly/dash) | 11280 | 1155 | Python | 303 | Analytical Web Apps for Python & R. No JavaScript Required. | 2020-04-01T09:57:05Z |
| 77 | [py12306](https://github.com/pjialin/py12306) | 11154 | 2975 | Python | 104 | 🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理 | 2020-01-10T12:56:21Z |
| 78 | [matplotlib](https://github.com/matplotlib/matplotlib) | 11130 | 4919 | Python | 1623 | matplotlib: plotting with Python | 2020-04-01T09:16:45Z |
| 79 | [material-theme](https://github.com/equinusocio/material-theme) | 11062 | 799 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-08-20T19:59:53Z |
| 80 | [ray](https://github.com/ray-project/ray) | 10954 | 1632 | Python | 872 | A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2020-04-01T10:41:52Z |
| 81 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 10785 | 296 | Python | 48 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2019-12-30T08:19:21Z |
| 82 | [requests-html](https://github.com/psf/requests-html) | 10772 | 684 | Python | 111 | Pythonic HTML Parsing for Humans™ | 2020-03-26T13:58:59Z |
| 83 | [salt](https://github.com/saltstack/salt) | 10737 | 4810 | Python | 1967 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2020-04-01T10:50:49Z |
| 84 | [spleeter](https://github.com/deezer/spleeter) | 10704 | 973 | Python | 59 | Deezer source separation library including pretrained models. | 2020-03-30T23:00:22Z |
| 85 | [gensim](https://github.com/RaRe-Technologies/gensim) | 10602 | 3711 | Python | 302 | Topic Modelling for Humans | 2020-03-30T16:25:23Z |
| 86 | [prophet](https://github.com/facebook/prophet) | 10467 | 2819 | Python | 82 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2020-03-27T15:03:23Z |
| 87 | [Zappa](https://github.com/Miserlou/Zappa) | 10409 | 1151 | Python | 601 | Serverless Python | 2020-03-28T06:24:48Z |
| 88 | [facenet](https://github.com/davidsandberg/facenet) | 10287 | 4172 | Python | 477 | Face recognition using Tensorflow | 2020-02-24T08:50:57Z |
| 89 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 10267 | 4101 | Python | 0 | :rainbow:Python3网络爬虫实战 | 2020-03-29T13:20:53Z |
| 90 | [wttr.in](https://github.com/chubin/wttr.in) | 10217 | 546 | Python | 124 | :partly_sunny: The right way to check the weather | 2020-03-31T19:22:03Z |
| 91 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10190 | 2153 | Python | 2 | 项目永久冻结，迁移至新地址： | 2019-07-17T07:48:02Z |
| 92 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10168 | 1068 | Python | 45 | Style transfer, deep learning, feature transform | 2019-05-14T09:40:36Z |
| 93 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 10040 | 1141 | Python | 135 | Super Resolution for images using deep learning. | 2019-09-08T11:05:35Z |
| 94 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10026 | 1818 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2019-12-26T07:25:57Z |
| 95 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 9759 | 2519 | Python | 506 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2020-03-24T03:52:42Z |
| 96 | [jupyter](https://github.com/jupyter/jupyter) | 9740 | 2301 | Python | 167 | Jupyter metapackage for installation, docs and chat | 2020-03-24T18:56:36Z |
| 97 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 9730 | 3354 | Python | 209 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2020-03-23T04:42:27Z |
| 98 | [mackup](https://github.com/lra/mackup) | 9719 | 770 | Python | 306 | Keep your application settings in sync (OS X/Linux) | 2020-03-31T05:39:25Z |
| 99 | [baselines](https://github.com/openai/baselines) | 9551 | 3237 | Python | 408 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-03-31T07:08:30Z |
| 100 | [faker](https://github.com/joke2k/faker) | 9518 | 1118 | Python | 97 | Faker is a Python package that generates fake data for you. | 2020-03-31T22:38:25Z |
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