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 | [public-apis](https://github.com/public-apis/public-apis) | 105426 | 12851 | Python | 219 | A collective list of free APIs for use in software and web development. | 2020-12-22T19:57:33Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 97339 | 39066 | Python | 516 | Python - 100天从新手到大师 | 2020-12-21T16:02:37Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 95006 | 27687 | Python | 41 | All Algorithms implemented in Python | 2020-12-22T14:53:13Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 91601 | 17960 | Python | 112 | A curated list of awesome Python frameworks, libraries, software and resources | 2020-12-18T12:31:33Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 85758 | 3107 | Python | 3934 | Command-line program to download videos from YouTube.com and other video sites | 2020-12-22T22:32:49Z |
| 6 | [models](https://github.com/tensorflow/models) | 67735 | 43179 | Python | 1046 | Models and examples built with TensorFlow | 2020-12-22T19:14:03Z |
| 7 | [django](https://github.com/django/django) | 54449 | 23408 | Python | 173 | The Web framework for perfectionists with deadlines. | 2020-12-23T02:16:42Z |
| 8 | [flask](https://github.com/pallets/flask) | 53240 | 14017 | Python | 22 | The Python micro framework for building web applications. | 2020-12-22T05:51:16Z |
| 9 | [keras](https://github.com/keras-team/keras) | 50362 | 18688 | Python | 3135 | Deep Learning for humans | 2020-12-21T18:52:54Z |
| 10 | [httpie](https://github.com/httpie/httpie) | 49226 | 3195 | Python | 141 | 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 | 2020-12-22T21:56:52Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 47660 | 11961 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2020-12-14T21:54:45Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 46096 | 20006 | Python | 1979 | 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. | 2020-12-22T20:21:51Z |
| 13 | [requests](https://github.com/psf/requests) | 44195 | 8052 | Python | 300 | A simple, yet elegant HTTP library. | 2020-12-20T12:46:32Z |
| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 43464 | 20776 | Python | 2303 | scikit-learn: machine learning in Python | 2020-12-23T01:46:41Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 39250 | 8955 | Python | 753 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2020-12-22T12:57:04Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 38840 | 1744 | 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 |
| 17 | [transformers](https://github.com/huggingface/transformers) | 38421 | 9451 | Python | 552 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2020-12-23T01:16:53Z |
| 18 | [face_recognition](https://github.com/ageitgey/face_recognition) | 37797 | 10659 | Python | 562 | The world's simplest facial recognition api for Python and the command line | 2020-12-19T11:44:26Z |
| 19 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 35645 | 5310 | Python | 4 | :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 |
| 20 | [faceswap](https://github.com/deepfakes/faceswap) | 33672 | 10436 | Python | 12 | Deepfakes Software For All | 2020-12-21T18:43:51Z |
| 21 | [incubator-superset](https://github.com/apache/incubator-superset) | 31613 | 6523 | Python | 473 | Apache Superset is a Data Visualization and Data Exploration Platform | 2020-12-23T03:00:48Z |
| 22 | [XX-Net](https://github.com/XX-net/XX-Net) | 30511 | 7856 | Python | 7663 | A proxy tool to bypass GFW. | 2020-10-09T09:04:52Z |
| 23 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 29757 | 8158 | 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 |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 29490 | 3929 | Python | 179 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2020-12-17T04:17:27Z |
| 25 | [AiLearning](https://github.com/apachecn/AiLearning) | 28386 | 9663 | Python | 34 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2020-12-22T05:16:30Z |
| 26 | [pandas](https://github.com/pandas-dev/pandas) | 27750 | 11585 | 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 | 2020-12-23T02:18:45Z |
| 27 | [localstack](https://github.com/localstack/localstack) | 27736 | 2161 | Python | 261 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2020-12-22T16:23:03Z |
| 28 | [certbot](https://github.com/certbot/certbot) | 27507 | 3030 | Python | 560 | 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. | 2020-12-22T23:11:01Z |
| 29 | [sentry](https://github.com/getsentry/sentry) | 26833 | 3042 | Python | 326 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2020-12-23T02:04:36Z |
| 30 | [python-patterns](https://github.com/faif/python-patterns) | 26623 | 5549 | Python | 11 | A collection of design patterns/idioms in Python | 2020-10-14T21:02:45Z |
| 31 | [fastapi](https://github.com/tiangolo/fastapi) | 25021 | 1693 | Python | 591 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2020-12-22T12:44:35Z |
| 32 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 22829 | 2040 | Python | 41 | What the f*ck Python? | 2020-12-03T06:22:18Z |
| 33 | [cheat.sh](https://github.com/chubin/cheat.sh) | 22727 | 1141 | Python | 78 | the only cheat sheet you need | 2020-12-14T20:36:52Z |
| 34 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 22433 | 5146 | Python | 217 | DeepFaceLab is the leading software for creating deepfakes. | 2020-12-22T09:39:24Z |
| 35 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22296 | 2586 | Python | 32 | A code-completion engine for Vim | 2020-12-16T11:24:30Z |
| 36 | [linux-insides](https://github.com/0xAX/linux-insides) | 22117 | 2508 | Python | 42 | A little bit about a linux kernel | 2020-12-20T10:53:37Z |
| 37 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 21898 | 4227 | Python | 11 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2020-11-25T22:34:16Z |
| 38 | [HanLP](https://github.com/hankcs/HanLP) | 21621 | 5846 | Python | 17 | 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 | 2020-12-22T19:35:54Z |
| 39 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 21516 | 3412 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 40 | [compose](https://github.com/docker/compose) | 21440 | 3540 | Python | 462 | Define and run multi-container applications with Docker | 2020-12-22T20:56:51Z |
| 41 | [pipenv](https://github.com/pypa/pipenv) | 21357 | 1573 | Python | 474 |  Python Development Workflow for Humans. | 2020-12-22T05:34:03Z |
| 42 | [ItChat](https://github.com/littlecodersh/ItChat) | 21058 | 4936 | 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。 | 2020-11-22T19:12:56Z |
| 43 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21024 | 2694 | Python | 236 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2020-12-21T20:49:06Z |
| 44 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 20393 | 6045 | Python | 10 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2020-12-22T22:53:28Z |
| 45 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 19971 | 6349 | 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. | 2020-12-21T20:44:47Z |
| 46 | [airflow](https://github.com/apache/airflow) | 19692 | 7664 | Python | 956 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2020-12-23T00:05:21Z |
| 47 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 19536 | 5041 | Python | 14 | 《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。 | 2020-12-19T19:21:11Z |
| 48 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 19531 | 5459 | Python | 336 | Web APIs for Django. 🎸 | 2020-12-22T00:06:24Z |
| 49 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 19160 | 6112 | Python | 75 | PyTorch Tutorial for Deep Learning Researchers | 2020-12-21T07:28:47Z |
| 50 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19078 | 9081 | Python | 1597 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2020-12-18T20:32:59Z |
| 51 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 18973 | 4112 | Python | 44 | Automatic SQL injection and database takeover tool | 2020-12-22T20:40:33Z |
| 52 | [black](https://github.com/psf/black) | 18922 | 1202 | Python | 378 | The uncompromising Python code formatter | 2020-12-22T19:40:07Z |
| 53 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 18624 | 3617 | Python | 36 | 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. | 2020-12-21T21:14:19Z |
| 54 | [algorithms](https://github.com/keon/algorithms) | 18441 | 3773 | Python | 147 | Minimal examples of data structures and algorithms in Python | 2020-12-17T14:23:34Z |
| 55 | [python-fire](https://github.com/google/python-fire) | 18407 | 1109 | Python | 83 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2020-12-17T18:55:53Z |
| 56 | [rich](https://github.com/willmcgugan/rich) | 18279 | 517 | Python | 9 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2020-12-22T16:01:40Z |
| 57 | [spaCy](https://github.com/explosion/spaCy) | 17871 | 3191 | Python | 87 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2020-12-22T15:50:36Z |
| 58 | [redash](https://github.com/getredash/redash) | 17862 | 3069 | Python | 572 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2020-12-22T16:07:18Z |
| 59 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 17784 | 3422 | Python | 23 | Comprehensive Python Cheatsheet | 2020-12-14T23:40:51Z |
| 60 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17564 | 1231 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 61 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17492 | 2998 | 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 |
| 62 | [algo](https://github.com/wangzheng0822/algo) | 17462 | 5654 | 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 |
| 63 | [glances](https://github.com/nicolargo/glances) | 17354 | 1134 | Python | 193 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2020-12-21T21:16:03Z |
| 64 | [tqdm](https://github.com/tqdm/tqdm) | 16764 | 869 | Python | 275 | A Fast, Extensible Progress Bar for Python and CLI | 2020-12-20T19:36:13Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 16640 | 1498 | 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. | 2020-12-22T05:26:07Z |
| 66 | [celery](https://github.com/celery/celery) | 16416 | 3915 | Python | 493 | Distributed Task Queue (development branch) | 2020-12-22T15:44:42Z |
| 67 | [magenta](https://github.com/magenta/magenta) | 16097 | 3282 | Python | 287 | Magenta: Music and Art Generation with Machine Intelligence | 2020-12-03T14:10:02Z |
| 68 | [numpy](https://github.com/numpy/numpy) | 15786 | 5119 | Python | 2229 | The fundamental package for scientific computing with Python. | 2020-12-23T01:43:53Z |
| 69 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15321 | 3117 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 70 | [spleeter](https://github.com/deezer/spleeter) | 15079 | 1530 | Python | 90 | Deezer source separation library including pretrained models. | 2020-12-18T16:31:25Z |
| 71 | [examples](https://github.com/pytorch/examples) | 15035 | 7052 | Python | 288 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2020-12-22T17:31:24Z |
| 72 | [professional-programming](https://github.com/charlax/professional-programming) | 14796 | 1322 | Python | 0 | A collection of full-stack resources for programmers. | 2020-12-21T14:03:32Z |
| 73 | [jumpserver](https://github.com/jumpserver/jumpserver) | 14796 | 4013 | Python | 231 | 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。 | 2020-12-22T11:59:09Z |
| 74 | [pyspider](https://github.com/binux/pyspider) | 14781 | 3556 | Python | 276 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 75 | [locust](https://github.com/locustio/locust) | 14609 | 1988 | Python | 40 | Scalable user load testing tool written in Python | 2020-12-20T14:09:04Z |
| 76 | [ipython](https://github.com/ipython/ipython) | 14544 | 4129 | Python | 1443 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2020-12-21T13:08:18Z |
| 77 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 14478 | 2127 | 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 |
| 78 | [bokeh](https://github.com/bokeh/bokeh) | 14418 | 3604 | Python | 604 | Interactive Data Visualization in the browser, from  Python | 2020-12-22T10:39:08Z |
| 79 | [sanic](https://github.com/huge-success/sanic) | 14376 | 1305 | Python | 67 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2020-12-22T17:12:32Z |
| 80 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 14327 | 4096 | Python | 59 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2020-11-25T20:21:45Z |
| 81 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14178 | 2546 | Python | 672 | Automated nginx proxy for Docker containers using docker-gen | 2020-12-22T16:01:24Z |
| 82 | [ray](https://github.com/ray-project/ray) | 14146 | 2253 | Python | 1185 | 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. | 2020-12-23T02:58:05Z |
| 83 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14080 | 876 | Python | 17 | Never use print for debugging again | 2020-12-05T14:10:17Z |
| 84 | [luigi](https://github.com/spotify/luigi) | 14038 | 2206 | Python | 68 | 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.  | 2020-12-19T02:39:16Z |
| 85 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13898 | 4552 | Python | 32 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 86 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 13869 | 4168 | Python | 306 | Image-to-Image Translation in PyTorch | 2020-12-19T14:22:19Z |
| 87 | [gpt-2](https://github.com/openai/gpt-2) | 13765 | 3494 | Python | 121 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2020-12-02T20:56:23Z |
| 88 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 13622 | 3371 | Python | 2317 | 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） | 2020-12-23T02:34:47Z |
| 89 | [dash](https://github.com/plotly/dash) | 13565 | 1389 | Python | 394 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2020-12-22T18:45:09Z |
| 90 | [wttr.in](https://github.com/chubin/wttr.in) | 13433 | 672 | Python | 141 | :partly_sunny: The right way to check the weather | 2020-11-26T18:21:33Z |
| 91 | [Depix](https://github.com/beurtschipper/Depix) | 13202 | 1430 | Python | 6 | Recovers passwords from pixelized screenshots | 2020-12-12T16:31:03Z |
| 92 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13161 | 2759 | Python | 29 | We have made you a wrapper you can't refuse | 2020-12-22T18:50:40Z |
| 93 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 12956 | 4465 | Python | 368 | OpenMMLab Detection Toolbox and Benchmark | 2020-12-22T14:20:15Z |
| 94 | [zipline](https://github.com/quantopian/zipline) | 12954 | 3709 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2020-12-18T13:20:06Z |
| 95 | [zulip](https://github.com/zulip/zulip) | 12918 | 4171 | Python | 1850 | Zulip server and webapp - powerful open source team chat | 2020-12-23T00:44:47Z |
| 96 | [labelImg](https://github.com/tzutalin/labelImg) | 12843 | 4222 | Python | 263 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2020-12-10T02:18:29Z |
| 97 | [matplotlib](https://github.com/matplotlib/matplotlib) | 12816 | 5544 | Python | 1653 | matplotlib: plotting with Python | 2020-12-23T02:33:48Z |
| 98 | [fabric](https://github.com/fabric/fabric) | 12637 | 1813 | Python | 435 | Simple, Pythonic remote execution and deployment. | 2020-12-22T14:32:46Z |
| 99 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12628 | 2782 | 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 |
| 100 | [wxpy](https://github.com/youfou/wxpy) | 12526 | 2196 | 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 |