[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) | 115065 | 20779 | Python | 167 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2020-11-29T17:54:09Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 94718 | 27618 | Python | 46 | All Algorithms implemented in Python | 2020-12-14T20:20:17Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 91229 | 17894 | Python | 109 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-12-14T08:21:17Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 85124 | 2944 | Python | 3932 | Command-line program to download videos from YouTube.com and other video sites | 2020-12-15T18:07:50Z |
| 5 | [models](https://github.com/tensorflow/models) | 67638 | 43116 | Python | 1037 | Models and examples built with TensorFlow | 2020-12-15T20:02:01Z |
| 6 | [thefuck](https://github.com/nvbn/thefuck) | 57847 | 2799 | Python | 246 | Magnificent app which corrects your previous console command. | 2020-11-18T09:43:13Z |
| 7 | [django](https://github.com/django/django) | 54197 | 23340 | Python | 179 | The Web framework for perfectionists with deadlines. | 2020-12-15T22:30:41Z |
| 8 | [flask](https://github.com/pallets/flask) | 53171 | 14015 | Python | 23 | The Python micro framework for building web applications. | 2020-12-09T06:12:49Z |
| 9 | [keras](https://github.com/keras-team/keras) | 50312 | 18680 | Python | 3127 | Deep Learning for humans | 2020-12-11T22:00:44Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 46016 | 19970 | Python | 1990 | 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. | 2020-12-16T01:20:55Z |
| 11 | [requests](https://github.com/psf/requests) | 44144 | 8036 | Python | 298 | A simple, yet elegant HTTP library. | 2020-12-14T23:49:50Z |
| 12 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 43396 | 20740 | Python | 2295 | scikit-learn: machine learning in Python | 2020-12-16T00:48:38Z |
| 13 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38777 | 1742 | 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 |
| 14 | [transformers](https://github.com/huggingface/transformers) | 38115 | 9365 | Python | 550 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-12-16T02:25:46Z |
| 15 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 35492 | 5290 | Python | 24 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2020-12-07T09:00:36Z |
| 16 | [faceswap](https://github.com/deepfakes/faceswap) | 33598 | 10414 | Python | 10 | Deepfakes Software For All | 2020-12-15T22:45:32Z |
| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32893 | 19677 | Python | 448 | None | 2019-11-06T02:01:03Z |
| 18 | [incubator-superset](https://github.com/apache/incubator-superset) | 31545 | 6499 | Python | 509 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-12-16T02:47:41Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 29420 | 3920 | Python | 179 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2020-12-11T08:07:59Z |
| 20 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 28894 | 6371 | Python | 76 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2020-12-16T02:49:57Z |
| 21 | [AiLearning](https://github.com/apachecn/AiLearning) | 28302 | 9635 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-12-02T13:36:04Z |
| 22 | [pandas](https://github.com/pandas-dev/pandas) | 27654 | 11550 | Python | 3570 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2020-12-16T02:58:53Z |
| 23 | [certbot](https://github.com/certbot/certbot) | 27478 | 3020 | Python | 571 | 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. | 2020-12-16T00:02:50Z |
| 24 | [sentry](https://github.com/getsentry/sentry) | 26785 | 3040 | Python | 337 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-12-16T02:52:51Z |
| 25 | [python-patterns](https://github.com/faif/python-patterns) | 26540 | 5536 | Python | 11 | A collection of design patterns/idioms in Python | 2020-10-14T21:02:45Z |
| 26 | [jieba](https://github.com/fxsjy/jieba) | 24979 | 6023 | Python | 588 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 27 | [Detectron](https://github.com/facebookresearch/Detectron) | 23967 | 5275 | Python | 315 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2020-08-20T17:17:26Z |
| 28 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 22783 | 2040 | Python | 40 | What the f*ck Python? | 2020-12-03T06:22:18Z |
| 29 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22262 | 2576 | Python | 32 | A code-completion engine for Vim | 2020-12-13T09:44:49Z |
| 30 | [linux-insides](https://github.com/0xAX/linux-insides) | 22081 | 2505 | Python | 42 | A little bit about a linux kernel | 2020-11-29T13:00:11Z |
| 31 | [pipenv](https://github.com/pypa/pipenv) | 21327 | 1568 | Python | 470 |  Python Development Workflow for Humans. | 2020-12-15T04:21:08Z |
| 32 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 19931 | 6340 | Python | 15 | 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 |
| 33 | [Python](https://github.com/geekcomputers/Python) | 19809 | 9357 | Python | 190 | My Python Examples | 2020-12-15T19:45:33Z |
| 34 | [algo](https://github.com/trailofbits/algo) | 19748 | 1698 | Python | 78 | Set up a personal VPN in the cloud | 2020-12-12T15:37:36Z |
| 35 | [airflow](https://github.com/apache/airflow) | 19596 | 7620 | Python | 909 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-12-16T02:47:31Z |
| 36 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 19477 | 5448 | Python | 333 | Web APIs for Django. 🎸 | 2020-12-12T22:20:08Z |
| 37 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19474 | 5033 | Python | 11 | 《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。 | 2020-12-15T17:18:02Z |
| 38 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19034 | 9054 | Python | 1594 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-11-22T06:26:56Z |
| 39 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 18915 | 4102 | Python | 47 | Automatic SQL injection and database takeover tool | 2020-12-10T22:05:27Z |
| 40 | [black](https://github.com/psf/black) | 18858 | 1195 | Python | 372 | The uncompromising Python code formatter | 2020-12-15T18:47:58Z |
| 41 | [algorithms](https://github.com/keon/algorithms) | 18403 | 3763 | Python | 146 | Minimal examples of data structures and algorithms in Python | 2020-12-07T08:12:04Z |
| 42 | [python-fire](https://github.com/google/python-fire) | 18359 | 1107 | Python | 92 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-12-07T16:22:23Z |
| 43 | [spaCy](https://github.com/explosion/spaCy) | 17838 | 3186 | Python | 101 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-12-15T20:06:28Z |
| 44 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 17629 | 3383 | Python | 23 | Comprehensive Python Cheatsheet | 2020-12-14T23:40:51Z |
| 45 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17540 | 1233 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 46 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17441 | 2989 | Python | 39 | 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. | 2020-12-14T01:58:50Z |
| 47 | [algo](https://github.com/wangzheng0822/algo) | 17378 | 5625 | Python | 127 | 数据结构和算法必知必会的50个代码实现 | 2020-12-13T03:57:14Z |
| 48 | [rich](https://github.com/willmcgugan/rich) | 17374 | 496 | Python | 11 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-12-15T13:45:42Z |
| 49 | [glances](https://github.com/nicolargo/glances) | 17306 | 1130 | Python | 187 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-12-13T21:21:03Z |
| 50 | [celery](https://github.com/celery/celery) | 16366 | 3905 | Python | 485 | Distributed Task Queue (development branch) | 2020-12-15T21:18:52Z |
| 51 | [magenta](https://github.com/magenta/magenta) | 16070 | 3280 | Python | 287 | Magenta: Music and Art Generation with Machine Intelligence | 2020-12-03T14:10:02Z |
| 52 | [numpy](https://github.com/numpy/numpy) | 15730 | 5108 | Python | 2255 | The fundamental package for scientific computing with Python. | 2020-12-16T01:54:34Z |
| 53 | [reddit](https://github.com/reddit-archive/reddit) | 15570 | 2862 | Python | 304 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 54 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15297 | 3118 | Python | 1 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-11-15T16:50:17Z |
| 55 | [spleeter](https://github.com/deezer/spleeter) | 15019 | 1518 | Python | 87 | Deezer source separation library including pretrained models. | 2020-12-11T12:05:57Z |
| 56 | [pyspider](https://github.com/binux/pyspider) | 14768 | 3558 | Python | 276 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 57 | [jumpserver](https://github.com/jumpserver/jumpserver) | 14622 | 3993 | Python | 221 | 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。 | 2020-12-16T02:23:41Z |
| 58 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 14607 | 431 | Python | 50 | 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. | 2020-11-29T14:44:40Z |
| 59 | [locust](https://github.com/locustio/locust) | 14555 | 1989 | Python | 38 | Scalable user load testing tool written in Python | 2020-12-15T01:55:38Z |
| 60 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14446 | 1510 | Python | 24 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2020-12-11T23:05:14Z |
| 61 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 14427 | 2120 | Python | 39 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2020-12-06T14:15:19Z |
| 62 | [luigi](https://github.com/spotify/luigi) | 14024 | 2207 | Python | 67 | 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.  | 2020-12-15T23:29:23Z |
| 63 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13893 | 4554 | Python | 32 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 64 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13805 | 4154 | Python | 301 | Image-to-Image Translation in PyTorch | 2020-11-19T13:38:13Z |
| 65 | [gpt-2](https://github.com/openai/gpt-2) | 13720 | 3484 | Python | 119 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-12-02T20:56:23Z |
| 66 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13555 | 3361 | Python | 2318 | 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） | 2020-12-16T02:42:41Z |
| 67 | [wttr.in](https://github.com/chubin/wttr.in) | 13393 | 669 | Python | 139 | :partly_sunny: The right way to check the weather | 2020-11-26T18:21:33Z |
| 68 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13100 | 2748 | Python | 33 | We have made you a wrapper you can't refuse | 2020-12-15T20:30:18Z |
| 69 | [zipline](https://github.com/quantopian/zipline) | 12903 | 3687 | Python | 322 | Zipline, a Pythonic Algorithmic Trading Library | 2020-12-11T13:52:22Z |
| 70 | [zulip](https://github.com/zulip/zulip) | 12891 | 4155 | Python | 1830 | Zulip server and webapp - powerful open source team chat | 2020-12-16T02:41:54Z |
| 71 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 12869 | 4435 | Python | 379 | OpenMMLab Detection Toolbox and Benchmark | 2020-12-16T02:53:50Z |
| 72 | [labelImg](https://github.com/tzutalin/labelImg) | 12785 | 4213 | Python | 262 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2020-12-10T02:18:29Z |
| 73 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12767 | 5541 | Python | 1653 | matplotlib: plotting with Python | 2020-12-15T23:30:10Z |
| 74 | [fabric](https://github.com/fabric/fabric) | 12623 | 1815 | Python | 434 | Simple, Pythonic remote execution and deployment. | 2020-12-11T21:00:09Z |
| 75 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12606 | 2773 | 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 |
| 76 | [wxpy](https://github.com/youfou/wxpy) | 12514 | 2192 | 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 |
| 77 | [kivy](https://github.com/kivy/kivy) | 12310 | 2575 | Python | 835 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2020-12-15T05:35:40Z |
| 78 | [streamlit](https://github.com/streamlit/streamlit) | 12166 | 1027 | Python | 526 | Streamlit — The fastest way to build data apps in Python | 2020-12-15T22:00:13Z |
| 79 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 12016 | 4766 | Python | 1 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2020-11-28T01:51:27Z |
| 80 | [autojump](https://github.com/wting/autojump) | 12015 | 571 | Python | 169 | A cd command that learns - easily navigate directories from the command line | 2020-10-12T11:29:27Z |
| 81 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 11978 | 5546 | Python | 5 | Code samples for my book "Neural Networks and Deep Learning" | 2020-09-12T15:00:41Z |
| 82 | [prophet](https://github.com/facebook/prophet) | 11949 | 3393 | Python | 91 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2020-12-08T23:35:56Z |
| 83 | [magic-wormhole](https://github.com/warner/magic-wormhole) | 11607 | 427 | Python | 126 | get things from one computer to another, safely | 2020-09-18T15:12:09Z |
| 84 | [gensim](https://github.com/RaRe-Technologies/gensim) | 11484 | 3875 | Python | 347 | Topic Modelling for Humans | 2020-11-30T16:35:17Z |
| 85 | [salt](https://github.com/saltstack/salt) | 11430 | 4992 | Python | 2498 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2020-12-15T22:43:21Z |
| 86 | [facenet](https://github.com/davidsandberg/facenet) | 11346 | 4498 | Python | 508 | Face recognition using Tensorflow | 2020-11-13T17:44:02Z |
| 87 | [requests-html](https://github.com/psf/requests-html) | 11335 | 766 | Python | 132 | Pythonic HTML Parsing for Humans™ | 2020-12-05T04:48:45Z |
| 88 | [Zappa](https://github.com/Miserlou/Zappa) | 11314 | 1213 | Python | 679 | Serverless Python | 2020-12-09T10:54:20Z |
| 89 | [yapf](https://github.com/google/yapf) | 11295 | 774 | Python | 298 | A formatter for Python files | 2020-12-11T20:41:07Z |
| 90 | [mkdocs](https://github.com/mkdocs/mkdocs) | 11224 | 1630 | Python | 139 | Project documentation with Markdown. | 2020-12-14T21:28:14Z |
| 91 | [material-theme](https://github.com/equinusocio/material-theme) | 11088 | 793 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2020-07-16T07:16:31Z |
| 92 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 10921 | 1953 | Python | 6 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2020-11-26T10:07:31Z |
| 93 | [baselines](https://github.com/openai/baselines) | 10889 | 3780 | Python | 448 | OpenAI Baselines: high-quality implementations of reinforcement learning algorithms | 2020-10-20T08:09:47Z |
| 94 | [jax](https://github.com/google/jax) | 10682 | 908 | Python | 692 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2020-12-16T02:49:30Z |
| 95 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 10678 | 2746 | Python | 553 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2020-12-15T01:23:04Z |
| 96 | [fairseq](https://github.com/pytorch/fairseq) | 10664 | 2691 | Python | 569 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2020-12-16T01:47:50Z |
| 97 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 10627 | 3627 | Python | 204 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2020-12-03T22:49:16Z |
| 98 | [aiohttp](https://github.com/aio-libs/aiohttp) | 10567 | 1515 | Python | 312 | Asynchronous HTTP client/server framework for asyncio and Python | 2020-12-15T11:59:30Z |
| 99 | [ungoogled-chromium](https://github.com/Eloston/ungoogled-chromium) | 10566 | 460 | Python | 144 | Google Chromium, sans integration with Google | 2020-12-13T10:18:24Z |
| 100 | [walle-web](https://github.com/meolu/walle-web) | 10555 | 2581 | Python | 358 | walle - 瓦力 Devops开源项目代码部署平台 | 2020-08-20T09:13:31Z |