Github-Ranking/Top100/Python.md

[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) | 112505 | 20324 | Python | 164 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-11-13T21:53:39Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 95505 | 38345 | Python | 499 | Python - 100天从新手到大师 | 2020-11-16T01:31:02Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 91636 | 27030 | Python | 508 | All Algorithms implemented in Python | 2020-11-15T11:22:55Z |
| 4 | [thefuck](https://github.com/nvbn/thefuck) | 57131 | 2778 | Python | 247 | Magnificent app which corrects your previous console command. | 2020-11-13T14:17:27Z |
| 5 | [django](https://github.com/django/django) | 53553 | 23099 | Python | 171 | The Web framework for perfectionists with deadlines. | 2020-11-15T23:07:11Z |
| 6 | [httpie](https://github.com/httpie/httpie) | 48725 | 3152 | Python | 136 | As easy as /aitch-tee-tee-pie/ 🥧 Modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. https://twitter.com/httpie | 2020-11-12T00:17:42Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 45639 | 19837 | Python | 2045 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com. | 2020-11-15T10:07:24Z |
| 8 | [requests](https://github.com/psf/requests) | 43923 | 7996 | Python | 295 | A simple, yet elegant HTTP library. | 2020-11-15T22:38:42Z |
| 9 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 42944 | 20614 | Python | 2273 | scikit-learn: machine learning in Python | 2020-11-16T01:39:04Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38227 | 1693 | Python | 73 | 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. | 2020-10-06T11:10:54Z |
| 11 | [face_recognition](https://github.com/ageitgey/face_recognition) | 37138 | 10487 | Python | 550 | The world's simplest facial recognition api for Python and the command line | 2020-10-27T21:07:22Z |
| 12 | [transformers](https://github.com/huggingface/transformers) | 36685 | 8918 | Python | 567 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-11-15T23:31:54Z |
| 13 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 34716 | 5184 | Python | 11 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-11-07T05:20:30Z |
| 14 | [faceswap](https://github.com/deepfakes/faceswap) | 33182 | 10325 | Python | 10 | Deepfakes Software For All | 2020-11-14T11:22:23Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32852 | 19676 | Python | 448 | None | 2019-11-06T02:01:03Z |
| 16 | [incubator-superset](https://github.com/apache/incubator-superset) | 31205 | 6404 | Python | 439 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-11-15T21:57:34Z |
| 17 | [XX-Net](https://github.com/XX-net/XX-Net) | 30472 | 7862 | Python | 7638 | A proxy tool to bypass GFW. | 2020-10-09T09:04:52Z |
| 18 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 29379 | 8060 | Python | 22 | 2020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。 | 2020-10-17T02:49:24Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 29112 | 3880 | Python | 170 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2020-11-15T12:17:35Z |
| 20 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28739 | 6325 | Python | 79 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-10-01T10:49:40Z |
| 21 | [pandas](https://github.com/pandas-dev/pandas) | 27249 | 11351 | Python | 3597 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-11-16T02:51:40Z |
| 22 | [localstack](https://github.com/localstack/localstack) | 27236 | 2111 | Python | 272 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-11-15T23:04:08Z |
| 23 | [sentry](https://github.com/getsentry/sentry) | 26544 | 3019 | Python | 337 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-11-15T17:05:20Z |
| 24 | [python-patterns](https://github.com/faif/python-patterns) | 26292 | 5498 | Python | 11 | A collection of design patterns/idioms in Python | 2020-10-14T21:02:45Z |
| 25 | [jieba](https://github.com/fxsjy/jieba) | 24661 | 5983 | Python | 582 | 结巴中文分词 | 2020-07-24T03:07:06Z |
| 26 | [Detectron](https://github.com/facebookresearch/Detectron) | 23838 | 5257 | Python | 313 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 27 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 22622 | 2026 | Python | 38 | What the f*ck Python? | 2020-11-08T05:33:35Z |
| 28 | [cheat.sh](https://github.com/chubin/cheat.sh) | 21961 | 1087 | Python | 76 | the only cheat sheet you need | 2020-11-15T22:34:24Z |
| 29 | [HanLP](https://github.com/hankcs/HanLP) | 21228 | 5773 | Python | 14 | 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 | 2020-11-15T17:05:07Z |
| 30 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 21214 | 3365 | Python | 57 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-10-01T14:44:45Z |
| 31 | [compose](https://github.com/docker/compose) | 21132 | 3470 | Python | 478 | Define and run multi-container applications with Docker | 2020-11-15T15:41:40Z |
| 32 | [ItChat](https://github.com/littlecodersh/ItChat) | 20961 | 4919 | Python | 230 | 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。 | 2020-10-28T12:18:28Z |
| 33 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 19780 | 6285 | Python | 16 | 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. | 2020-10-01T08:40:00Z |
| 34 | [algo](https://github.com/trailofbits/algo) | 19596 | 1681 | Python | 77 | Set up a personal VPN in the cloud | 2020-11-02T21:13:08Z |
| 35 | [Python](https://github.com/geekcomputers/Python) | 19253 | 9186 | Python | 182 | My Python Examples | 2020-11-15T14:49:18Z |
| 36 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 19251 | 5411 | Python | 316 | Web APIs for Django. 🎸 | 2020-11-13T13:30:55Z |
| 37 | [airflow](https://github.com/apache/airflow) | 19200 | 7469 | Python | 928 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-11-16T02:31:28Z |
| 38 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19189 | 4948 | Python | 6 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。 | 2020-11-14T03:19:57Z |
| 39 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 19058 | 5739 | Python | 7 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-11-14T21:28:54Z |
| 40 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 18770 | 8900 | Python | 1582 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-11-03T19:00:46Z |
| 41 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 18729 | 5985 | Python | 71 | PyTorch Tutorial for Deep Learning Researchers | 2020-10-20T13:25:13Z |
| 42 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 18457 | 3579 | Python | 34 | 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. | 2020-11-07T03:53:12Z |
| 43 | [algorithms](https://github.com/keon/algorithms) | 18247 | 3733 | Python | 143 | Minimal examples of data structures and algorithms in Python | 2020-11-06T17:46:04Z |
| 44 | [python-fire](https://github.com/google/python-fire) | 18139 | 1104 | Python | 88 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-11-04T01:23:49Z |
| 45 | [spaCy](https://github.com/explosion/spaCy) | 17629 | 3146 | Python | 168 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-11-14T08:56:13Z |
| 46 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17421 | 1223 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 47 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17207 | 2940 | Python | 34 | 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. | 2020-11-15T10:00:51Z |
| 48 | [glances](https://github.com/nicolargo/glances) | 17128 | 1118 | Python | 186 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-11-15T08:52:02Z |
| 49 | [algo](https://github.com/wangzheng0822/algo) | 17071 | 5515 | Python | 123 | 数据结构和算法必知必会的50个代码实现 | 2020-11-15T07:26:25Z |
| 50 | [hosts](https://github.com/StevenBlack/hosts) | 16411 | 1488 | Python | 37 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2020-11-15T18:45:05Z |
| 51 | [celery](https://github.com/celery/celery) | 16170 | 3864 | Python | 469 | Distributed Task Queue (development branch) | 2020-11-15T14:32:40Z |
| 52 | [magenta](https://github.com/magenta/magenta) | 15943 | 3242 | Python | 279 | Magenta: Music and Art Generation with Machine Intelligence | 2020-11-12T19:09:39Z |
| 53 | [reddit](https://github.com/reddit-archive/reddit) | 15539 | 2864 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 54 | [numpy](https://github.com/numpy/numpy) | 15391 | 5041 | Python | 2228 | The fundamental package for scientific computing with Python. | 2020-11-15T23:39:35Z |
| 55 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15175 | 3105 | Python | 0 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-11-15T16:50:17Z |
| 56 | [professional-programming](https://github.com/charlax/professional-programming) | 14724 | 1317 | Python | 0 | A collection of full-stack resources for programmers. | 2020-11-10T14:00:14Z |
| 57 | [pyspider](https://github.com/binux/pyspider) | 14687 | 3539 | Python | 276 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 58 | [ipython](https://github.com/ipython/ipython) | 14476 | 4120 | Python | 1424 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-11-09T04:56:13Z |
| 59 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14387 | 1499 | Python | 23 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-11-02T07:27:46Z |
| 60 | [jumpserver](https://github.com/jumpserver/jumpserver) | 14316 | 3965 | Python | 186 | JumpServer 是全球首款开源的堡垒机，是符合 4A 的专业运维安全审计系统。 | 2020-11-15T12:11:29Z |
| 61 | [locust](https://github.com/locustio/locust) | 14284 | 1957 | Python | 27 | Scalable user load testing tool written in Python | 2020-11-13T20:00:29Z |
| 62 | [sanic](https://github.com/huge-success/sanic) | 14249 | 1294 | Python | 61 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-11-06T06:32:05Z |
| 63 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 14183 | 4061 | Python | 50 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-10-25T01:58:27Z |
| 64 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 14173 | 421 | Python | 51 | 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. | 2020-10-23T17:32:36Z |
| 65 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 14093 | 2071 | Python | 38 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-11-12T23:48:52Z |
| 66 | [luigi](https://github.com/spotify/luigi) | 13917 | 2192 | Python | 63 | 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.  | 2020-10-30T04:00:30Z |
| 67 | [PySnooper](https://github.com/cool-RR/PySnooper) | 13911 | 865 | Python | 16 | Never use print for debugging again | 2020-09-29T13:28:55Z |
| 68 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13894 | 4565 | Python | 32 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 69 | [ray](https://github.com/ray-project/ray) | 13782 | 2188 | Python | 1347 | An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. | 2020-11-16T02:57:41Z |
| 70 | [gpt-2](https://github.com/openai/gpt-2) | 13552 | 3429 | Python | 118 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-09-14T02:31:19Z |
| 71 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13507 | 4049 | Python | 289 | Image-to-Image Translation in PyTorch | 2020-11-07T11:07:28Z |
| 72 | [dash](https://github.com/plotly/dash) | 13305 | 1358 | Python | 375 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2020-11-13T10:32:47Z |
| 73 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13276 | 3293 | Python | 1998 | PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） | 2020-11-16T02:58:41Z |
| 74 | [wttr.in](https://github.com/chubin/wttr.in) | 13153 | 666 | Python | 132 | :partly_sunny: The right way to check the weather | 2020-11-15T17:25:00Z |
| 75 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12598 | 5495 | Python | 1621 | matplotlib: plotting with Python | 2020-11-15T21:24:16Z |
| 76 | [fabric](https://github.com/fabric/fabric) | 12565 | 1814 | Python | 433 | Simple, Pythonic remote execution and deployment. | 2020-10-28T07:16:07Z |
| 77 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12489 | 2737 | Python | 52 | 😮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🌟 | 2020-10-01T19:46:02Z |
| 78 | [wxpy](https://github.com/youfou/wxpy) | 12476 | 2179 | Python | 302 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 79 | [streamlit](https://github.com/streamlit/streamlit) | 11851 | 1010 | Python | 493 | Streamlit — The fastest way to build data apps in Python | 2020-11-15T06:36:20Z |
| 80 | [salt](https://github.com/saltstack/salt) | 11362 | 4975 | Python | 2393 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-11-15T15:40:19Z |
| 81 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11360 | 3855 | Python | 343 | Topic Modelling for Humans | 2020-11-15T22:09:23Z |
| 82 | [requests-html](https://github.com/psf/requests-html) | 11266 | 753 | Python | 127 | Pythonic HTML Parsing for Humans™ | 2020-10-27T20:08:49Z |
| 83 | [jupyter](https://github.com/jupyter/jupyter) | 11255 | 2886 | Python | 177 | Jupyter metapackage for installation, docs and chat | 2020-11-11T10:12:54Z |
| 84 | [Zappa](https://github.com/Miserlou/Zappa) | 11223 | 1207 | Python | 674 | Serverless Python | 2020-10-27T19:59:11Z |
| 85 | [material-theme](https://github.com/equinusocio/material-theme) | 11087 | 794 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 86 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 11072 | 3127 | Python | 221 | Python爬虫代理IP池(proxy pool) | 2020-11-13T08:28:36Z |
| 87 | [mkdocs](https://github.com/mkdocs/mkdocs) | 11044 | 1603 | Python | 135 | Project documentation with Markdown. | 2020-11-16T01:35:31Z |
| 88 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10862 | 1945 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2020-11-14T15:50:46Z |
| 89 | [faker](https://github.com/joke2k/faker) | 10857 | 1287 | Python | 123 | Faker is a Python package that generates fake data for you. | 2020-11-14T19:52:22Z |
| 90 | [baselines](https://github.com/openai/baselines) | 10750 | 3719 | Python | 444 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-10-20T08:09:47Z |
| 91 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 10579 | 2717 | Python | 547 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2020-10-22T20:57:57Z |
| 92 | [mackup](https://github.com/lra/mackup) | 10527 | 806 | Python | 335 | Keep your application settings in sync (OS X/Linux) | 2020-11-13T05:12:26Z |
| 93 | [walle-web](https://github.com/meolu/walle-web) | 10491 | 2564 | Python | 357 | walle - 瓦力 Devops开源项目代码部署平台 | 2020-08-20T09:13:31Z |
| 94 | [aiohttp](https://github.com/aio-libs/aiohttp) | 10449 | 1498 | Python | 331 | Asynchronous HTTP client/server framework for asyncio and Python | 2020-11-15T14:37:09Z |
| 95 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 10414 | 1105 | Python | 51 | Style transfer, deep learning, feature transform | 2020-07-01T23:03:30Z |
| 96 | [newspaper](https://github.com/codelucas/newspaper) | 10385 | 1714 | Python | 423 | News, full-text, and article metadata extraction in Python 3. Advanced docs: | 2020-11-12T10:18:30Z |
| 97 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 10344 | 451 | Python | 133 | Google Chromium, sans integration with Google | 2020-11-15T04:36:31Z |
| 98 | [aws-cli](https://github.com/aws/aws-cli) | 10341 | 2452 | Python | 713 | Universal Command Line Interface for Amazon Web Services | 2020-11-16T02:16:19Z |
| 99 | [imgaug](https://github.com/aleju/imgaug) | 10220 | 1944 | Python | 210 | Image augmentation for machine learning experiments. | 2020-10-19T12:23:22Z |
| 100 | [speedtest-cli](https://github.com/sivel/speedtest-cli) | 10208 | 1454 | Python | 53 | Command line interface for testing internet bandwidth using speedtest.net | 2020-10-30T09:07:18Z |