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 | [Python](https://github.com/TheAlgorithms/Python) | 146863 | 37588 | Python | 69 | All Algorithms implemented in Python | 2022-10-15T03:01:39Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 144505 | 21998 | Python | 13 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-10-13T11:11:45Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 126284 | 47176 | Python | 487 | Python - 100天从新手到大师 | 2022-10-11T02:39:57Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 114106 | 8231 | Python | 3863 | Command-line program to download videos from YouTube.com and other video sites | 2022-10-14T06:49:17Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 72223 | 16492 | Python | 407 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-10-15T02:25:31Z |
| 6 | [keras](https://github.com/keras-team/keras) | 56390 | 19184 | Python | 253 | Deep Learning for humans | 2022-10-15T00:25:51Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 55049 | 22553 | Python | 670 | 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. | 2022-10-14T19:48:04Z |
| 8 | [face_recognition](https://github.com/ageitgey/face_recognition) | 46065 | 12536 | Python | 664 | The world's simplest facial recognition api for Python and the command line | 2022-09-21T14:21:04Z |
| 9 | [localstack](https://github.com/localstack/localstack) | 44022 | 3277 | Python | 299 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-10-14T18:31:17Z |
| 10 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 43906 | 2081 | Python | 59 | 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. | 2022-05-10T18:59:45Z |
| 11 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 41937 | 11240 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-10-14T22:23:34Z |
| 12 | [rich](https://github.com/Textualize/rich) | 40162 | 1381 | Python | 51 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-10-12T07:46:03Z |
| 13 | [openpilot](https://github.com/commaai/openpilot) | 36096 | 6664 | Python | 177 | openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models. | 2022-10-15T02:57:46Z |
| 14 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 35618 | 8088 | 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60个国家的400所大学用于教学。 | 2022-10-07T09:08:41Z |
| 15 | [pandas](https://github.com/pandas-dev/pandas) | 35570 | 15168 | Python | 3465 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-10-15T02:40:16Z |
| 16 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34127 | 9174 | 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 |
| 17 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 33630 | 7056 | Python | 47 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-09-01T22:09:07Z |
| 18 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 33593 | 2696 | Python | 713 | A youtube-dl fork with additional features and fixes | 2022-10-14T23:11:08Z |
| 19 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33222 | 19218 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 20 | [XX-Net](https://github.com/XX-net/XX-Net) | 31406 | 7760 | Python | 7825 | A proxy tool to bypass GFW. | 2022-10-11T23:05:19Z |
| 21 | [cheat.sh](https://github.com/chubin/cheat.sh) | 30700 | 1537 | Python | 93 | the only cheat sheet you need | 2022-09-11T14:24:00Z |
| 22 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 30310 | 5542 | Python | 8 | Comprehensive Python Cheatsheet | 2022-10-12T02:53:53Z |
| 23 | [black](https://github.com/psf/black) | 29782 | 1893 | Python | 320 | The uncompromising Python code formatter | 2022-10-14T22:28:08Z |
| 24 | [jieba](https://github.com/fxsjy/jieba) | 29365 | 6607 | Python | 598 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 25 | [certbot](https://github.com/certbot/certbot) | 29341 | 3282 | Python | 526 | 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. | 2022-10-15T00:47:34Z |
| 26 | [HanLP](https://github.com/hankcs/HanLP) | 27143 | 7464 | Python | 4 | 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 | 2022-09-28T23:59:22Z |
| 27 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26314 | 4226 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 28 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 25393 | 5216 | Python | 1011 | 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) | 2022-10-14T14:14:01Z |
| 29 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 24903 | 7416 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2022-09-03T22:29:24Z |
| 30 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 24899 | 5006 | Python | 53 | Automatic SQL injection and database takeover tool | 2022-10-12T09:27:14Z |
| 31 | [spaCy](https://github.com/explosion/spaCy) | 24384 | 3958 | Python | 79 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-10-14T22:51:33Z |
| 32 | [MockingBird](https://github.com/babysor/MockingBird) | 24364 | 3597 | Python | 326 | 🚀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 | 2022-09-26T15:58:55Z |
| 33 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24323 | 2773 | Python | 5 | A code-completion engine for Vim | 2022-10-06T09:02:56Z |
| 34 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24276 | 6326 | Python | 92 | Web APIs for Django. 🎸 | 2022-10-14T20:47:26Z |
| 35 | [httpie](https://github.com/httpie/httpie) | 24185 | 3706 | Python | 113 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2022-10-01T11:00:56Z |
| 36 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 23482 | 3479 | Python | 155 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-10-14T04:42:00Z |
| 37 | [pipenv](https://github.com/pypa/pipenv) | 23349 | 1778 | Python | 243 |  Python Development Workflow for Humans. | 2022-10-15T02:25:12Z |
| 38 | [python-fire](https://github.com/google/python-fire) | 23205 | 1340 | Python | 99 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-09-29T07:07:09Z |
| 39 | [ItChat](https://github.com/littlecodersh/ItChat) | 22521 | 5262 | Python | 240 | 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 |
| 40 | [ray](https://github.com/ray-project/ray) | 22332 | 3933 | Python | 2483 | Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | 2022-10-15T02:23:29Z |
| 41 | [redash](https://github.com/getredash/redash) | 21899 | 3811 | Python | 496 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-10-14T04:23:51Z |
| 42 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 21860 | 3147 | Python | 31 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-10-04T14:43:57Z |
| 43 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 21695 | 7890 | Python | 604 | OpenMMLab Detection Toolbox and Benchmark | 2022-10-15T02:52:13Z |
| 44 | [algorithms](https://github.com/keon/algorithms) | 21693 | 4407 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-10-04T09:53:54Z |
| 45 | [numpy](https://github.com/numpy/numpy) | 21686 | 7400 | Python | 2037 | The fundamental package for scientific computing with Python. | 2022-10-14T22:23:19Z |
| 46 | [hosts](https://github.com/StevenBlack/hosts) | 21641 | 1876 | Python | 30 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-10-14T00:39:07Z |
| 47 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21582 | 4244 | 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. | 2022-06-13T17:07:27Z |
| 48 | [glances](https://github.com/nicolargo/glances) | 21566 | 1334 | Python | 227 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-10-04T08:41:26Z |
| 49 | [algo](https://github.com/wangzheng0822/algo) | 21379 | 6842 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-09-29T12:02:48Z |
| 50 | [streamlit](https://github.com/streamlit/streamlit) | 20968 | 1886 | Python | 522 | Streamlit — The fastest way to build data apps in Python | 2022-10-15T00:06:53Z |
| 51 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20960 | 3509 | Python | 32 | 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. | 2022-10-04T13:21:56Z |
| 52 | [professional-programming](https://github.com/charlax/professional-programming) | 20692 | 1841 | Python | 0 | A collection of learning resources for curious software engineers | 2022-10-02T12:00:36Z |
| 53 | [spleeter](https://github.com/deezer/spleeter) | 20633 | 2286 | Python | 145 | Deezer source separation library including pretrained models. | 2022-09-30T19:52:17Z |
| 54 | [jax](https://github.com/google/jax) | 20567 | 1901 | Python | 899 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-10-15T02:43:38Z |
| 55 | [celery](https://github.com/celery/celery) | 20263 | 4371 | Python | 514 | Distributed Task Queue (development branch) | 2022-10-14T17:10:34Z |
| 56 | [locust](https://github.com/locustio/locust) | 19920 | 2572 | Python | 13 | Scalable user load testing tool written in Python | 2022-10-14T23:27:09Z |
| 57 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 19895 | 4380 | Python | 23 | We have made you a wrapper you can't refuse | 2022-10-14T18:36:40Z |
| 58 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19603 | 1396 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-09-01T07:36:20Z |
| 59 | [fairseq](https://github.com/facebookresearch/fairseq) | 19428 | 4914 | Python | 697 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-10-15T01:41:25Z |
| 60 | [vnpy](https://github.com/vnpy/vnpy) | 19337 | 7515 | Python | 17 | 基于Python的开源量化交易平台开发框架 | 2022-10-01T02:18:01Z |