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) | 111480 | 13779 | Python | 257 | A collective list of free APIs for use in software and web development. | 2021-02-25T13:32:18Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 100343 | 28571 | Python | 42 | All Algorithms implemented in Python | 2021-02-26T01:01:50Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 99900 | 40099 | Python | 539 | Python - 100天从新手到大师 | 2021-02-15T04:29:29Z |
| 4 | [awesome-python](https://github.com/vinta/awesome-python) | 94401 | 18493 | Python | 133 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-02-25T14:54:19Z |
| 5 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 90682 | 4201 | Python | 3939 | Command-line program to download videos from YouTube.com and other video sites | 2021-02-25T19:33:16Z |
| 6 | [models](https://github.com/tensorflow/models) | 68823 | 43606 | Python | 1095 | Models and examples built with TensorFlow | 2021-02-26T02:42:59Z |
| 7 | [django](https://github.com/django/django) | 55808 | 23974 | Python | 170 | The Web framework for perfectionists with deadlines. | 2021-02-25T23:57:28Z |
| 8 | [flask](https://github.com/pallets/flask) | 54020 | 14136 | Python | 26 | The Python micro framework for building web applications. | 2021-02-25T17:51:58Z |
| 9 | [keras](https://github.com/keras-team/keras) | 50765 | 18715 | Python | 3218 | Deep Learning for humans | 2021-02-26T02:01:35Z |
| 10 | [httpie](https://github.com/httpie/httpie) | 49971 | 3243 | Python | 139 | 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 | 2021-02-24T13:56:57Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 48565 | 12146 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2021-02-24T16:21:10Z |
| 12 | [ansible](https://github.com/ansible/ansible) | 47024 | 20307 | Python | 1888 | 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. | 2021-02-26T02:44:54Z |
| 13 | [requests](https://github.com/psf/requests) | 44662 | 8169 | Python | 312 | A simple, yet elegant HTTP library. | 2021-02-24T17:19:48Z |
| 14 | [transformers](https://github.com/huggingface/transformers) | 41459 | 10041 | Python | 684 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-02-26T02:46:33Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 39879 | 9060 | Python | 783 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2021-02-25T20:59:55Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 39843 | 1813 | 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. | 2021-02-22T01:19:23Z |
| 17 | [face_recognition](https://github.com/ageitgey/face_recognition) | 38679 | 10908 | Python | 588 | The world's simplest facial recognition api for Python and the command line | 2021-02-14T15:50:55Z |
| 18 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 37474 | 5547 | Python | 8 | :octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目 | 2021-02-04T10:50:14Z |
| 19 | [cpython](https://github.com/python/cpython) | 36389 | 17873 | Python | 1446 | The Python programming language | 2021-02-26T02:36:49Z |
| 20 | [superset](https://github.com/apache/superset) | 35602 | 6927 | Python | 733 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-02-26T02:57:18Z |
| 21 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32953 | 19640 | Python | 447 | None | 2019-11-06T02:01:03Z |
| 22 | [manim](https://github.com/3b1b/manim) | 31010 | 3953 | Python | 303 | Animation engine for explanatory math videos | 2021-02-25T16:52:29Z |
| 23 | [XX-Net](https://github.com/XX-net/XX-Net) | 30569 | 7838 | Python | 7691 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29367 | 6446 | Python | 83 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 25 | [AiLearning](https://github.com/apachecn/AiLearning) | 28996 | 9825 | Python | 33 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2021-01-20T16:02:37Z |
| 26 | [localstack](https://github.com/localstack/localstack) | 28785 | 2266 | Python | 258 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-02-25T01:44:28Z |
| 27 | [pandas](https://github.com/pandas-dev/pandas) | 28637 | 11914 | Python | 3657 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-02-26T02:52:55Z |
| 28 | [fastapi](https://github.com/tiangolo/fastapi) | 27879 | 1895 | Python | 697 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2021-02-25T04:25:37Z |
| 29 | [certbot](https://github.com/certbot/certbot) | 27731 | 3051 | Python | 579 | 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. | 2021-02-26T02:22:39Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 27397 | 3077 | Python | 294 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-02-26T01:48:06Z |
| 31 | [bert](https://github.com/google-research/bert) | 27074 | 7653 | Python | 776 | TensorFlow code and pre-trained models for BERT | 2021-02-25T12:31:57Z |
| 32 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 25993 | 2187 | Python | 49 | What the f*ck Python? 😱 | 2021-02-25T07:13:24Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 25576 | 6118 | Python | 598 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 34 | [rich](https://github.com/willmcgugan/rich) | 23563 | 686 | Python | 11 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-02-24T21:59:00Z |
| 35 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23556 | 1190 | Python | 86 | the only cheat sheet you need | 2021-02-16T20:35:11Z |
| 36 | [gym](https://github.com/openai/gym) | 23534 | 6706 | Python | 258 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-02-19T04:14:18Z |
| 37 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 23508 | 5401 | Python | 265 | DeepFaceLab is the leading software for creating deepfakes. | 2021-01-27T13:59:05Z |
| 38 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 23150 | 4456 | Python | 12 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2021-02-23T14:11:03Z |
| 39 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22554 | 2610 | Python | 35 | A code-completion engine for Vim | 2021-02-23T10:48:56Z |
| 40 | [linux-insides](https://github.com/0xAX/linux-insides) | 22392 | 2548 | Python | 43 | A little bit about a linux kernel | 2021-02-15T06:44:17Z |
| 41 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 22338 | 6546 | Python | 9 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-02-21T19:18:28Z |
| 42 | [HanLP](https://github.com/hankcs/HanLP) | 22150 | 5941 | Python | 4 | 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 | 2021-02-25T16:30:56Z |
| 43 | [compose](https://github.com/docker/compose) | 21937 | 3649 | Python | 481 | Define and run multi-container applications with Docker | 2021-02-25T18:27:45Z |
| 44 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 21603 | 2776 | Python | 225 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2021-02-24T06:36:44Z |
| 45 | [pipenv](https://github.com/pypa/pipenv) | 21575 | 1598 | Python | 503 |  Python Development Workflow for Humans. | 2021-02-18T09:05:53Z |
| 46 | [ItChat](https://github.com/littlecodersh/ItChat) | 21231 | 4978 | 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 |
| 47 | [sherlock](https://github.com/sherlock-project/sherlock) | 20742 | 2127 | Python | 82 | 🔎 Hunt down social media accounts by username across social networks | 2021-02-10T03:23:38Z |
| 48 | [airflow](https://github.com/apache/airflow) | 20574 | 8062 | Python | 1022 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-02-26T02:51:47Z |
| 49 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20349 | 5566 | Python | 368 | Web APIs for Django. 🎸 | 2021-02-24T12:00:19Z |
| 50 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20262 | 6445 | Python | 19 | 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. | 2021-02-18T10:51:00Z |
| 51 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 20143 | 3816 | Python | 23 | Comprehensive Python Cheatsheet | 2021-02-25T03:41:50Z |
| 52 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 20139 | 5165 | Python | 3 | 《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175所大学采用教学。 | 2021-02-26T00:31:54Z |
| 53 | [black](https://github.com/psf/black) | 19704 | 1267 | Python | 422 | The uncompromising Python code formatter | 2021-02-26T02:23:19Z |
| 54 | [spaCy](https://github.com/explosion/spaCy) | 19676 | 3318 | Python | 111 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-02-25T19:10:42Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19436 | 4191 | Python | 41 | Automatic SQL injection and database takeover tool | 2021-02-25T11:19:13Z |
| 56 | [algorithms](https://github.com/keon/algorithms) | 18789 | 3857 | Python | 150 | Minimal examples of data structures and algorithms in Python | 2021-02-09T04:53:57Z |
| 57 | [python-fire](https://github.com/google/python-fire) | 18703 | 1127 | Python | 94 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-02-16T14:10:40Z |
| 58 | [redash](https://github.com/getredash/redash) | 18270 | 3143 | Python | 597 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-02-25T23:24:56Z |
| 59 | [algo](https://github.com/wangzheng0822/algo) | 17971 | 5820 | Python | 131 | 数据结构和算法必知必会的50个代码实现 | 2021-02-12T18:32:58Z |
| 60 | [glances](https://github.com/nicolargo/glances) | 17903 | 1172 | Python | 195 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-02-17T14:13:10Z |
| 61 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 17857 | 3061 | Python | 27 | 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. | 2021-02-20T12:45:04Z |
| 62 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17755 | 1249 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 63 | [tqdm](https://github.com/tqdm/tqdm) | 17549 | 905 | Python | 274 | A Fast, Extensible Progress Bar for Python and CLI | 2021-02-25T18:07:07Z |
| 64 | [hosts](https://github.com/StevenBlack/hosts) | 17303 | 1548 | Python | 32 | Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories. | 2021-02-22T14:15:41Z |
| 65 | [celery](https://github.com/celery/celery) | 16773 | 3956 | Python | 490 | Distributed Task Queue (development branch) | 2021-02-25T13:49:59Z |
| 66 | [numpy](https://github.com/numpy/numpy) | 16374 | 5291 | Python | 2239 | The fundamental package for scientific computing with Python. | 2021-02-25T22:37:17Z |
| 67 | [magenta](https://github.com/magenta/magenta) | 16331 | 3352 | Python | 299 | Magenta: Music and Art Generation with Machine Intelligence | 2021-02-18T16:24:31Z |
| 68 | [spleeter](https://github.com/deezer/spleeter) | 15653 | 1611 | Python | 84 | Deezer source separation library including pretrained models. | 2021-02-25T17:00:11Z |
| 69 | [Depix](https://github.com/beurtschipper/Depix) | 15530 | 1881 | Python | 9 | Recovers passwords from pixelized screenshots | 2021-02-17T09:35:09Z |
| 70 | [examples](https://github.com/pytorch/examples) | 15529 | 7263 | Python | 303 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2021-02-23T09:06:50Z |
| 71 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15471 | 3130 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 72 | [locust](https://github.com/locustio/locust) | 15438 | 2053 | Python | 52 | Scalable user load testing tool written in Python | 2021-02-25T21:18:15Z |
| 73 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 15428 | 2240 | Python | 41 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-02-25T10:33:45Z |
| 74 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15296 | 4101 | Python | 180 | 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。 | 2021-02-25T08:47:56Z |
| 75 | [detectron2](https://github.com/facebookresearch/detectron2) | 15128 | 3859 | Python | 92 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-02-26T01:41:42Z |
| 76 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 14977 | 4247 | Python | 76 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-02-25T23:08:11Z |
| 77 | [ray](https://github.com/ray-project/ray) | 14975 | 2416 | Python | 1340 | 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. | 2021-02-26T02:13:57Z |
| 78 | [toml](https://github.com/toml-lang/toml) | 14908 | 730 | Python | 37 | Tom's Obvious, Minimal Language | 2021-02-24T18:14:38Z |
| 79 | [pyspider](https://github.com/binux/pyspider) | 14892 | 3569 | Python | 279 | A Powerful Spider(Web Crawler) System in Python. | 2020-10-22T04:00:13Z |
| 80 | [bokeh](https://github.com/bokeh/bokeh) | 14718 | 3648 | Python | 629 | Interactive Data Visualization in the browser, from  Python | 2021-02-26T00:33:36Z |
| 81 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14653 | 1536 | Python | 24 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-02-19T09:54:37Z |
| 82 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 14447 | 2580 | Python | 684 | Automated nginx proxy for Docker containers using docker-gen | 2021-02-25T20:00:09Z |
| 83 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 14365 | 3579 | Python | 2395 | 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） | 2021-02-26T02:55:51Z |
| 84 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14341 | 4295 | Python | 329 | Image-to-Image Translation in PyTorch | 2021-02-22T01:55:25Z |
| 85 | [luigi](https://github.com/spotify/luigi) | 14247 | 2227 | Python | 69 | 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.  | 2021-02-25T23:53:24Z |
| 86 | [gpt-2](https://github.com/openai/gpt-2) | 14208 | 3598 | Python | 124 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-01-24T05:14:38Z |
| 87 | [poetry](https://github.com/python-poetry/poetry) | 14019 | 1113 | Python | 1054 | Python dependency management and packaging made easy. | 2021-02-25T17:33:11Z |
| 88 | [dash](https://github.com/plotly/dash) | 14013 | 1428 | Python | 413 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-02-22T17:45:01Z |
| 89 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 13920 | 1416 | Python | 205 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-02-23T06:14:29Z |
| 90 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13898 | 4542 | Python | 33 | 微信《跳一跳》Python 辅助 | 2020-11-13T17:32:05Z |
| 91 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 13878 | 2905 | Python | 26 | We have made you a wrapper you can't refuse | 2021-02-23T18:50:52Z |
| 92 | [wttr.in](https://github.com/chubin/wttr.in) | 13863 | 690 | Python | 151 | :partly_sunny: The right way to check the weather | 2021-02-23T09:56:17Z |
| 93 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 13718 | 4739 | Python | 341 | OpenMMLab Detection Toolbox and Benchmark | 2021-02-25T13:40:55Z |
| 94 | [streamlit](https://github.com/streamlit/streamlit) | 13520 | 1140 | Python | 590 | Streamlit — The fastest way to build data apps in Python | 2021-02-26T02:14:08Z |
| 95 | [labelImg](https://github.com/tzutalin/labelImg) | 13461 | 4385 | Python | 283 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-02-25T13:36:51Z |
| 96 | [zipline](https://github.com/quantopian/zipline) | 13424 | 3869 | Python | 335 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 97 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13194 | 5675 | Python | 1694 | matplotlib: plotting with Python | 2021-02-26T01:52:34Z |
| 98 | [zulip](https://github.com/zulip/zulip) | 13133 | 4327 | Python | 1979 | Zulip server and webapp - powerful open source team chat | 2021-02-26T02:32:54Z |
| 99 | [awesome-python-login-model](https://github.com/Kr1s77/awesome-python-login-model) | 12927 | 2861 | Python | 54 | 😮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 | [fabric](https://github.com/fabric/fabric) | 12743 | 1819 | Python | 428 | Simple, Pythonic remote execution and deployment. | 2021-02-23T00:27:27Z |