[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) | 134722 | 35309 | Python | 24 | All Algorithms implemented in Python | 2022-04-18T13:12:03Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 124146 | 21082 | Python | 7 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-04-15T23:19:07Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 117327 | 45246 | Python | 456 | Python - 100天从新手到大师 | 2022-04-17T16:04:46Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 108925 | 7651 | Python | 3921 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-18T17:50:36Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 61188 | 14549 | Python | 382 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-04-19T01:54:02Z |
| 6 | [keras](https://github.com/keras-team/keras) | 54968 | 19069 | Python | 251 | Deep Learning for humans | 2022-04-19T02:12:15Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 52832 | 21798 | Python | 814 | 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. | 2022-04-19T01:45:37Z |
| 8 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 49727 | 22921 | Python | 1608 | scikit-learn: machine learning in Python | 2022-04-18T21:30:05Z |
| 9 | [face_recognition](https://github.com/ageitgey/face_recognition) | 43903 | 12179 | Python | 650 | The world's simplest facial recognition api for Python and the command line | 2022-04-03T13:40:00Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42196 | 2014 | Python | 55 | 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. | 2022-01-28T15:01:25Z |
| 11 | [faceswap](https://github.com/deepfakes/faceswap) | 40809 | 11626 | Python | 22 | Deepfakes Software For All | 2022-04-16T14:14:04Z |
| 12 | [localstack](https://github.com/localstack/localstack) | 39685 | 2998 | Python | 376 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-04-18T23:03:34Z |
| 13 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 36660 | 9985 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-04-18T19:33:33Z |
| 14 | [rich](https://github.com/Textualize/rich) | 36586 | 1195 | Python | 42 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-04-18T13:37:32Z |
| 15 | [openpilot](https://github.com/commaai/openpilot) | 34002 | 6232 | Python | 138 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models. | 2022-04-19T02:51:30Z |
| 16 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 33746 | 4601 | Python | 187 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-04-11T03:38:25Z |
| 17 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 33639 | 9094 | Python | 27 | 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。 | 2021-08-25T13:19:16Z |
| 18 | [pandas](https://github.com/pandas-dev/pandas) | 33443 | 14299 | Python | 3371 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-04-19T03:03:49Z |
| 19 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33144 | 19395 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 20 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32056 | 6867 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 21 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31583 | 7468 | Python | 0 | 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。 | 2022-04-15T09:37:50Z |
| 22 | [python-patterns](https://github.com/faif/python-patterns) | 31202 | 6297 | Python | 11 | A collection of design patterns/idioms in Python | 2022-02-19T17:46:59Z |
| 23 | [XX-Net](https://github.com/XX-net/XX-Net) | 31156 | 7815 | Python | 7786 | A proxy tool to bypass GFW. | 2022-04-16T10:44:50Z |
| 24 | [certbot](https://github.com/certbot/certbot) | 28824 | 3218 | Python | 524 | 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. | 2022-04-18T21:40:53Z |
| 25 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 28821 | 5264 | Python | 8 | Comprehensive Python Cheatsheet | 2022-04-18T14:26:44Z |
| 26 | [cheat.sh](https://github.com/chubin/cheat.sh) | 28682 | 1461 | Python | 84 | the only cheat sheet you need | 2022-04-18T18:42:05Z |
| 27 | [jieba](https://github.com/fxsjy/jieba) | 28331 | 6545 | Python | 588 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 28 | [black](https://github.com/psf/black) | 26988 | 1711 | Python | 302 | The uncompromising Python code formatter | 2022-04-18T06:04:00Z |
| 29 | [HanLP](https://github.com/hankcs/HanLP) | 25633 | 6902 | Python | 2 | 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 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 | 2022-04-18T14:25:17Z |
| 30 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25182 | 4085 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 25074 | 5454 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 32 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23892 | 2760 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 33 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 23544 | 1782 | Python | 493 | A youtube-dl fork with additional features and fixes | 2022-04-19T02:07:07Z |
| 34 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23515 | 7191 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 35 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23204 | 6124 | Python | 120 | Web APIs for Django. 🎸 | 2022-04-18T07:28:23Z |
| 36 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23196 | 4791 | Python | 46 | Automatic SQL injection and database takeover tool | 2022-04-17T14:42:31Z |
| 37 | [spaCy](https://github.com/explosion/spaCy) | 23159 | 3807 | Python | 80 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-04-19T03:03:28Z |
| 38 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 22961 | 7119 | Python | 10 | 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. | 2022-04-03T07:14:56Z |
| 39 | [pipenv](https://github.com/pypa/pipenv) | 22888 | 1732 | Python | 450 |  Python Development Workflow for Humans. | 2022-04-19T02:16:58Z |
| 40 | [python-fire](https://github.com/google/python-fire) | 22189 | 1291 | Python | 92 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-04-16T22:20:08Z |
| 41 | [ItChat](https://github.com/littlecodersh/ItChat) | 22128 | 5231 | Python | 233 | 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 |
| 42 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 21555 | 10733 | Python | 1739 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-04-04T05:39:06Z |
| 43 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 20991 | 4139 | Python | 29 | 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. | 2021-06-28T14:08:14Z |
| 44 | [redash](https://github.com/getredash/redash) | 20891 | 3667 | Python | 474 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-04-15T22:23:46Z |
| 45 | [algo](https://github.com/wangzheng0822/algo) | 20725 | 6664 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-04-12T06:01:26Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 20654 | 4255 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-03-20T11:10:40Z |
| 47 | [MockingBird](https://github.com/babysor/MockingBird) | 20816 | 2954 | Python | 190 | 🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-04-17T12:01:44Z |
| 48 | [hosts](https://github.com/StevenBlack/hosts) | 20495 | 1802 | Python | 20 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-04-18T13:54:41Z |
| 49 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20408 | 2897 | Python | 34 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-04-17T21:31:18Z |
| 50 | [glances](https://github.com/nicolargo/glances) | 20300 | 1290 | Python | 213 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-04-17T08:35:32Z |
| 51 | [numpy](https://github.com/numpy/numpy) | 20176 | 6793 | Python | 2050 | The fundamental package for scientific computing with Python. | 2022-04-18T21:40:58Z |
| 52 | [ray](https://github.com/ray-project/ray) | 19975 | 3461 | Python | 1991 | 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. | 2022-04-19T02:50:23Z |
| 53 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 19986 | 3410 | Python | 30 | 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. | 2022-04-09T09:39:53Z |
| 54 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 19985 | 4214 | Python | 1057 | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices) | 2022-04-18T12:34:42Z |
| 55 | [spleeter](https://github.com/deezer/spleeter) | 19345 | 2133 | Python | 129 | Deezer source separation library including pretrained models. | 2022-04-01T09:36:16Z |
| 56 | [celery](https://github.com/celery/celery) | 19137 | 4260 | Python | 479 | Distributed Task Queue (development branch) | 2022-04-18T16:15:10Z |
| 57 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 19212 | 7052 | Python | 486 | OpenMMLab Detection Toolbox and Benchmark | 2022-04-19T02:36:45Z |
| 58 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 19063 | 2947 | Python | 97 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-03-13T16:33:13Z |
| 59 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19031 | 1370 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-04-09T19:53:24Z |
| 60 | [locust](https://github.com/locustio/locust) | 18655 | 2423 | Python | 21 | Scalable user load testing tool written in Python | 2022-04-16T07:33:03Z |