[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [Python](https://github.com/TheAlgorithms/Python) | 101679 | 28906 | Python | 32 | All Algorithms implemented in Python | 2021-03-31T05:21:08Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 101234 | 40594 | Python | 554 | Python - 100天从新手到大师 | 2021-03-31T20:10:55Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 95426 | 18654 | Python | 146 | A curated list of awesome Python frameworks, libraries, software and resources | 2021-04-01T19:28:50Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 92252 | 4509 | Python | 3996 | Command-line program to download videos from YouTube.com and other video sites | 2021-04-01T18:05:47Z |
| 5 | [models](https://github.com/tensorflow/models) | 69314 | 43884 | Python | 1138 | Models and examples built with TensorFlow | 2021-04-02T01:03:19Z |
| 6 | [django](https://github.com/django/django) | 56533 | 24203 | Python | 161 | The Web framework for perfectionists with deadlines. | 2021-04-01T18:37:57Z |
| 7 | [flask](https://github.com/pallets/flask) | 54358 | 14204 | Python | 23 | The Python micro framework for building web applications. | 2021-03-27T15:27:03Z |
| 8 | [keras](https://github.com/keras-team/keras) | 50963 | 18739 | Python | 3241 | Deep Learning for humans | 2021-04-01T22:42:07Z |
| 9 | [httpie](https://github.com/httpie/httpie) | 50321 | 3280 | Python | 143 | 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 | 2021-03-30T20:54:53Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 47494 | 20444 | Python | 1854 | 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. | 2021-04-01T22:21:24Z |
| 11 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 45079 | 21254 | Python | 2382 | scikit-learn: machine learning in Python | 2021-04-02T01:04:13Z |
| 12 | [requests](https://github.com/psf/requests) | 44880 | 8214 | Python | 319 | A simple, yet elegant HTTP library. | 2021-03-31T10:25:43Z |
| 13 | [transformers](https://github.com/huggingface/transformers) | 43265 | 10452 | Python | 648 | 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0. | 2021-04-01T23:02:40Z |
| 14 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 40171 | 1857 | Python | 75 | 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. | 2021-03-27T07:44:40Z |
| 15 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 39487 | 5867 | Python | 9 | :octocat: 分享 GitHub 上有趣、入门级的开源项目（5 周年） | 2021-03-31T07:04:49Z |
| 16 | [face_recognition](https://github.com/ageitgey/face_recognition) | 39226 | 11030 | Python | 594 | The world's simplest facial recognition api for Python and the command line | 2021-03-20T02:37:00Z |
| 17 | [cpython](https://github.com/python/cpython) | 37006 | 18280 | Python | 1505 | The Python programming language | 2021-04-02T02:18:53Z |
| 18 | [superset](https://github.com/apache/superset) | 36254 | 7097 | Python | 886 | Apache Superset is a Data Visualization and Data Exploration Platform | 2021-04-02T02:23:32Z |
| 19 | [faceswap](https://github.com/deepfakes/faceswap) | 34789 | 10728 | Python | 8 | Deepfakes Software For All | 2021-03-31T18:17:59Z |
| 20 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 32976 | 19607 | Python | 447 | None | 2021-02-28T20:39:55Z |
| 21 | [manim](https://github.com/3b1b/manim) | 32375 | 3871 | Python | 320 | Animation engine for explanatory math videos | 2021-04-01T06:29:05Z |
| 22 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 30937 | 8464 | Python | 24 | 2021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。 | 2021-03-03T08:23:36Z |
| 23 | [XX-Net](https://github.com/XX-net/XX-Net) | 30611 | 7833 | Python | 7696 | A proxy tool to bypass GFW. | 2021-01-20T11:06:31Z |
| 24 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 30334 | 4064 | Python | 175 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2021-04-01T19:13:05Z |
| 25 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 29574 | 6497 | Python | 82 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2021-02-01T15:08:16Z |
| 26 | [localstack](https://github.com/localstack/localstack) | 29444 | 2328 | Python | 276 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2021-04-01T20:23:54Z |
| 27 | [AiLearning](https://github.com/apachecn/AiLearning) | 29315 | 9922 | 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 |
| 28 | [pandas](https://github.com/pandas-dev/pandas) | 29197 | 12134 | Python | 3730 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2021-04-02T02:57:31Z |
| 29 | [python-patterns](https://github.com/faif/python-patterns) | 27977 | 5793 | Python | 10 | A collection of design patterns/idioms in Python | 2021-01-25T22:10:37Z |
| 30 | [certbot](https://github.com/certbot/certbot) | 27859 | 3068 | Python | 580 | 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. | 2021-04-02T00:55:50Z |
| 31 | [sentry](https://github.com/getsentry/sentry) | 27676 | 3104 | Python | 299 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2021-04-02T01:40:02Z |
| 32 | [bert](https://github.com/google-research/bert) | 27499 | 7783 | Python | 780 | TensorFlow code and pre-trained models for BERT | 2021-02-25T12:31:57Z |
| 33 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 26371 | 2205 | Python | 52 | What the f*ck Python? 😱 | 2021-03-20T09:52:36Z |
| 34 | [jieba](https://github.com/fxsjy/jieba) | 25886 | 6168 | Python | 601 | 结巴中文分词 | 2020-12-05T18:32:32Z |
| 35 | [rich](https://github.com/willmcgugan/rich) | 24382 | 731 | Python | 8 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2021-04-02T02:21:44Z |
| 36 | [sherlock](https://github.com/sherlock-project/sherlock) | 24058 | 2413 | Python | 119 | 🔎 Hunt down social media accounts by username across social networks | 2021-03-31T17:33:46Z |
| 37 | [cheat.sh](https://github.com/chubin/cheat.sh) | 23885 | 1215 | Python | 84 | the only cheat sheet you need | 2021-03-18T14:27:51Z |
| 38 | [gym](https://github.com/openai/gym) | 23831 | 6815 | Python | 281 | A toolkit for developing and comparing reinforcement learning algorithms. | 2021-03-31T18:02:26Z |
| 39 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 23133 | 6808 | Python | 11 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2021-04-01T12:31:12Z |
| 40 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 22703 | 2624 | Python | 36 | A code-completion engine for Vim | 2021-04-01T22:29:34Z |
| 41 | [linux-insides](https://github.com/0xAX/linux-insides) | 22544 | 2581 | Python | 42 | A little bit about a linux kernel | 2021-03-20T16:32:02Z |
| 42 | [HanLP](https://github.com/hankcs/HanLP) | 22434 | 6007 | 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 | 2021-03-28T15:49:20Z |
| 43 | [compose](https://github.com/docker/compose) | 22256 | 3711 | Python | 513 | Define and run multi-container applications with Docker | 2021-04-02T01:46:18Z |
| 44 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 22190 | 3547 | Python | 58 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2020-12-11T15:29:16Z |
| 45 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 21894 | 5441 | Python | 8 | 《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。 | 2021-04-01T13:12:14Z |
| 46 | [pipenv](https://github.com/pypa/pipenv) | 21707 | 1607 | Python | 514 |  Python Development Workflow for Humans. | 2021-04-01T12:34:07Z |
| 47 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 21334 | 3980 | Python | 22 | Comprehensive Python Cheatsheet | 2021-04-01T15:19:14Z |
| 48 | [ItChat](https://github.com/littlecodersh/ItChat) | 21327 | 5007 | Python | 231 | 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。 | 2021-03-31T05:56:33Z |
| 49 | [airflow](https://github.com/apache/airflow) | 21004 | 8265 | Python | 956 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2021-04-02T02:53:46Z |
| 50 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 20876 | 6514 | Python | 20 | 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 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 20604 | 5626 | Python | 217 | Web APIs for Django. 🎸 | 2021-04-01T21:19:06Z |
| 52 | [black](https://github.com/psf/black) | 20127 | 1297 | Python | 442 | The uncompromising Python code formatter | 2021-04-01T23:15:54Z |
| 53 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 20085 | 6343 | Python | 77 | PyTorch Tutorial for Deep Learning Researchers | 2021-03-10T08:49:34Z |
| 54 | [spaCy](https://github.com/explosion/spaCy) | 20051 | 3353 | Python | 117 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2021-04-01T19:33:55Z |
| 55 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 19743 | 4233 | Python | 48 | Automatic SQL injection and database takeover tool | 2021-03-31T08:42:44Z |
| 56 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 19711 | 9484 | Python | 1653 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2021-03-30T09:50:47Z |
| 57 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 19673 | 3797 | Python | 38 | 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. | 2021-03-23T07:52:00Z |
| 58 | [algorithms](https://github.com/keon/algorithms) | 18952 | 3893 | Python | 159 | Minimal examples of data structures and algorithms in Python | 2021-04-01T16:24:32Z |
| 59 | [python-fire](https://github.com/google/python-fire) | 18884 | 1139 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2021-04-01T15:28:56Z |
| 60 | [redash](https://github.com/getredash/redash) | 18495 | 3179 | Python | 608 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2021-04-01T15:16:16Z |
| 61 | [algo](https://github.com/wangzheng0822/algo) | 18381 | 5931 | Python | 133 | 数据结构和算法必知必会的50个代码实现 | 2021-04-01T09:35:09Z |
| 62 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 18227 | 3092 | Python | 29 | 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. | 2021-03-23T21:00:13Z |
| 63 | [glances](https://github.com/nicolargo/glances) | 18093 | 1181 | Python | 199 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2021-04-01T09:02:03Z |
| 64 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 17854 | 1272 | Python | 7 | Guide to securing and improving privacy on macOS | 2020-11-11T19:58:48Z |
| 65 | [hosts](https://github.com/StevenBlack/hosts) | 17579 | 1559 | Python | 37 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2021-03-31T20:02:09Z |
| 66 | [celery](https://github.com/celery/celery) | 16987 | 3975 | Python | 498 | Distributed Task Queue (development branch) | 2021-04-02T02:58:31Z |
| 67 | [numpy](https://github.com/numpy/numpy) | 16717 | 5377 | Python | 2266 | The fundamental package for scientific computing with Python. | 2021-04-02T02:40:10Z |
| 68 | [magenta](https://github.com/magenta/magenta) | 16469 | 3397 | Python | 301 | Magenta: Music and Art Generation with Machine Intelligence | 2021-03-30T17:25:43Z |
| 69 | [spleeter](https://github.com/deezer/spleeter) | 15970 | 1649 | Python | 85 | Deezer source separation library including pretrained models. | 2021-03-12T16:47:11Z |
| 70 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 15834 | 2309 | Python | 30 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2021-04-02T02:22:34Z |
| 71 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 15789 | 4344 | Python | 54 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2021-03-31T13:09:08Z |
| 72 | [locust](https://github.com/locustio/locust) | 15756 | 2096 | Python | 54 | Scalable user load testing tool written in Python | 2021-03-24T19:55:23Z |
| 73 | [detectron2](https://github.com/facebookresearch/detectron2) | 15719 | 4032 | Python | 95 | Detectron2 is FAIR's next-generation platform for object detection and segmentation. | 2021-04-01T19:19:16Z |
| 74 | [TensorFlow-Course](https://github.com/instillai/TensorFlow-Course) | 15532 | 3130 | Python | 2 | :satellite: Simple and ready-to-use tutorials for TensorFlow  | 2020-12-21T21:15:27Z |
| 75 | [jumpserver](https://github.com/jumpserver/jumpserver) | 15513 | 4129 | Python | 152 | 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。 | 2021-04-02T02:30:27Z |
| 76 | [ray](https://github.com/ray-project/ray) | 15441 | 2510 | Python | 1462 | 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. | 2021-04-02T02:56:53Z |
| 77 | [professional-programming](https://github.com/charlax/professional-programming) | 15416 | 1386 | Python | 0 | A collection of full-stack resources for programmers. | 2021-03-25T11:21:47Z |
| 78 | [toml](https://github.com/toml-lang/toml) | 15078 | 737 | Python | 38 | Tom's Obvious, Minimal Language | 2021-04-01T08:04:49Z |
| 79 | [pyspider](https://github.com/binux/pyspider) | 14934 | 3574 | Python | 281 | A Powerful Spider(Web Crawler) System in Python. | 2021-03-09T08:53:54Z |
| 80 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 14763 | 1556 | Python | 22 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2021-03-15T22:42:36Z |
| 81 | [sanic](https://github.com/sanic-org/sanic) | 14740 | 1325 | Python | 44 | Async Python 3.7+ web server/framework \| Build fast. Run fast. | 2021-03-31T04:25:52Z |
| 82 | [ipython](https://github.com/ipython/ipython) | 14735 | 4144 | Python | 1479 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2021-03-30T18:45:10Z |
| 83 | [Paddle](https://github.com/PaddlePaddle/Paddle) | 14731 | 3647 | Python | 2574 | 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） | 2021-04-02T02:59:57Z |
| 84 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 14613 | 4400 | Python | 344 | Image-to-Image Translation in PyTorch | 2021-04-01T22:50:26Z |
| 85 | [poetry](https://github.com/python-poetry/poetry) | 14482 | 1160 | Python | 1062 | Python dependency management and packaging made easy. | 2021-04-01T20:36:25Z |
| 86 | [gpt-2](https://github.com/openai/gpt-2) | 14434 | 3667 | Python | 127 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2021-03-31T11:39:54Z |
| 87 | [luigi](https://github.com/spotify/luigi) | 14377 | 2237 | Python | 75 | 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.  | 2021-04-01T08:53:52Z |
| 88 | [PySnooper](https://github.com/cool-RR/PySnooper) | 14333 | 888 | Python | 18 | Never use print for debugging again | 2021-02-27T09:15:00Z |
| 89 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 14255 | 3008 | Python | 26 | We have made you a wrapper you can't refuse | 2021-03-31T22:27:23Z |
| 90 | [dash](https://github.com/plotly/dash) | 14232 | 1452 | Python | 422 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2021-04-01T16:36:05Z |
| 91 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 14214 | 4900 | Python | 356 | OpenMMLab Detection Toolbox and Benchmark | 2021-04-02T02:49:59Z |
| 92 | [cookiecutter](https://github.com/cookiecutter/cookiecutter) | 14165 | 1435 | Python | 209 | A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects. | 2021-03-11T19:07:51Z |
| 93 | [wttr.in](https://github.com/chubin/wttr.in) | 14098 | 693 | Python | 148 | :partly_sunny: The right way to check the weather | 2021-03-15T14:03:18Z |
| 94 | [streamlit](https://github.com/streamlit/streamlit) | 14009 | 1189 | Python | 498 | Streamlit — The fastest way to build data apps in Python | 2021-04-02T02:57:44Z |
| 95 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13887 | 4533 | Python | 33 | 微信《跳一跳》Python 辅助 | 2021-03-18T20:24:22Z |
| 96 | [labelImg](https://github.com/tzutalin/labelImg) | 13787 | 4454 | Python | 285 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2021-04-01T14:51:48Z |
| 97 | [zipline](https://github.com/quantopian/zipline) | 13665 | 3954 | Python | 339 | Zipline, a Pythonic Algorithmic Trading Library | 2021-02-14T16:26:07Z |
| 98 | [matplotlib](https://github.com/matplotlib/matplotlib) | 13379 | 5733 | Python | 1704 | matplotlib: plotting with Python | 2021-04-02T02:14:18Z |
| 99 | [zulip](https://github.com/zulip/zulip) | 13303 | 4422 | Python | 2073 | Zulip server and webapp - powerful open source team chat | 2021-04-02T02:53:48Z |
| 100 | [avatarify-python](https://github.com/alievk/avatarify-python) | 13187 | 1882 | Python | 121 | Avatars for Zoom, Skype and other video-conferencing apps. | 2021-03-25T23:40:04Z |