[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) | 139128 | 36019 | Python | 25 | All Algorithms implemented in Python | 2022-06-25T05:22:45Z |
| 2 | [awesome-python](https://github.com/vinta/awesome-python) | 131338 | 21346 | Python | 14 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-06-25T12:31:52Z |
| 3 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 120074 | 45844 | Python | 467 | Python - 100天从新手到大师 | 2022-06-24T13:57:03Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 111052 | 7875 | Python | 3830 | Command-line program to download videos from YouTube.com and other video sites | 2022-06-24T16:33:04Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 65880 | 15322 | Python | 372 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-06-25T22:23:54Z |
| 6 | [keras](https://github.com/keras-team/keras) | 55510 | 19127 | Python | 253 | Deep Learning for humans | 2022-06-25T08:30:05Z |
| 7 | [ansible](https://github.com/ansible/ansible) | 53584 | 22045 | Python | 742 | 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. | 2022-06-25T15:37:34Z |
| 8 | [face_recognition](https://github.com/ageitgey/face_recognition) | 44998 | 12333 | Python | 655 | The world's simplest facial recognition api for Python and the command line | 2022-06-10T09:12:19Z |
| 9 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42523 | 2030 | 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. | 2022-05-10T18:59:45Z |
| 10 | [localstack](https://github.com/localstack/localstack) | 41786 | 3110 | Python | 327 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-06-25T14:13:15Z |
| 11 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 38448 | 10470 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-06-23T15:19:05Z |
| 12 | [rich](https://github.com/Textualize/rich) | 38174 | 1270 | Python | 49 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-06-24T15:01:36Z |
| 13 | [openpilot](https://github.com/commaai/openpilot) | 35203 | 6427 | Python | 156 | 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. | 2022-06-26T02:46:42Z |
| 14 | [pandas](https://github.com/pandas-dev/pandas) | 34326 | 14592 | Python | 3402 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-06-26T02:16:40Z |
| 15 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 33838 | 9126 | 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 |
| 16 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 33219 | 7737 | 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。 | 2022-06-24T10:09:29Z |
| 17 | [XX-Net](https://github.com/XX-net/XX-Net) | 31270 | 7791 | Python | 7811 | A proxy tool to bypass GFW. | 2022-06-26T02:54:39Z |
| 18 | [cheat.sh](https://github.com/chubin/cheat.sh) | 29510 | 1488 | Python | 89 | the only cheat sheet you need | 2022-06-16T12:36:24Z |
| 19 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29436 | 5376 | Python | 7 | Comprehensive Python Cheatsheet | 2022-06-25T23:37:22Z |
| 20 | [certbot](https://github.com/certbot/certbot) | 29016 | 3231 | Python | 535 | 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. | 2022-06-25T06:44:35Z |
| 21 | [black](https://github.com/psf/black) | 28314 | 1786 | Python | 327 | The uncompromising Python code formatter | 2022-06-25T06:59:27Z |
| 22 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 27340 | 2153 | Python | 560 | A youtube-dl fork with additional features and fixes | 2022-06-26T01:38:17Z |
| 23 | [HanLP](https://github.com/hankcs/HanLP) | 26245 | 7135 | Python | 3 | 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 | 2022-06-19T20:12:11Z |
| 24 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 25643 | 4153 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2021-04-11T09:48:23Z |
| 25 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24033 | 2769 | Python | 7 | A code-completion engine for Vim | 2022-06-16T09:02:38Z |
| 26 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 23990 | 7266 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2021-10-16T07:35:35Z |
| 27 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23848 | 4883 | Python | 50 | Automatic SQL injection and database takeover tool | 2022-06-23T11:47:57Z |
| 28 | [spaCy](https://github.com/explosion/spaCy) | 23653 | 3864 | Python | 82 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-06-24T16:37:53Z |
| 29 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23624 | 6199 | Python | 105 | Web APIs for Django. 🎸 | 2022-06-25T19:29:35Z |
| 30 | [pipenv](https://github.com/pypa/pipenv) | 23064 | 1749 | Python | 424 |  Python Development Workflow for Humans. | 2022-06-25T11:23:04Z |
| 31 | [python-fire](https://github.com/google/python-fire) | 22606 | 1306 | Python | 96 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-06-07T06:13:16Z |
| 32 | [ItChat](https://github.com/littlecodersh/ItChat) | 22244 | 5251 | Python | 234 | 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 |
| 33 | [httpie](https://github.com/httpie/httpie) | 22206 | 3683 | Python | 105 | 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 | 2022-06-19T07:20:22Z |
| 34 | [MockingBird](https://github.com/babysor/MockingBird) | 22102 | 3216 | Python | 251 | 🚀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 | 2022-06-25T12:17:08Z |
| 35 | [redash](https://github.com/getredash/redash) | 21294 | 3720 | Python | 492 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-06-24T09:51:28Z |
| 36 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21186 | 4173 | 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 |
| 37 | [algorithms](https://github.com/keon/algorithms) | 21161 | 4329 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-06-14T16:10:06Z |
| 38 | [ray](https://github.com/ray-project/ray) | 21031 | 3669 | Python | 2295 | 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. | 2022-06-26T00:20:39Z |
| 39 | [hosts](https://github.com/StevenBlack/hosts) | 21004 | 1831 | Python | 22 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-06-22T03:59:39Z |
| 40 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20977 | 3002 | Python | 20 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-06-24T23:30:08Z |
| 41 | [algo](https://github.com/wangzheng0822/algo) | 20976 | 6734 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-05-19T15:34:11Z |
| 42 | [numpy](https://github.com/numpy/numpy) | 20778 | 7043 | Python | 1990 | The fundamental package for scientific computing with Python. | 2022-06-26T02:17:26Z |
| 43 | [glances](https://github.com/nicolargo/glances) | 20705 | 1303 | Python | 225 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-06-25T13:50:11Z |
| 44 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20545 | 3471 | 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. | 2022-06-07T09:13:07Z |
| 45 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 20192 | 7398 | Python | 554 | OpenMMLab Detection Toolbox and Benchmark | 2022-06-25T10:20:57Z |
| 46 | [spleeter](https://github.com/deezer/spleeter) | 19869 | 2196 | Python | 142 | Deezer source separation library including pretrained models. | 2022-06-15T14:16:00Z |
| 47 | [celery](https://github.com/celery/celery) | 19585 | 4313 | Python | 493 | Distributed Task Queue (development branch) | 2022-06-24T18:32:26Z |
| 48 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 19529 | 3008 | Python | 108 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-06-07T08:49:41Z |
| 49 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19249 | 1387 | Python | 12 | Guide to securing and improving privacy on macOS | 2022-05-01T19:44:53Z |
| 50 | [locust](https://github.com/locustio/locust) | 19138 | 2467 | Python | 19 | Scalable user load testing tool written in Python | 2022-06-23T09:15:46Z |
| 51 | [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) | 18977 | 4163 | Python | 21 | We have made you a wrapper you can't refuse | 2022-06-25T22:43:42Z |
| 52 | [jax](https://github.com/google/jax) | 18932 | 1734 | Python | 897 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-06-25T21:21:46Z |
| 53 | [jumpserver](https://github.com/jumpserver/jumpserver) | 18702 | 4639 | Python | 167 | 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。 | 2022-06-25T14:15:22Z |
| 54 | [vnpy](https://github.com/vnpy/vnpy) | 18650 | 7336 | Python | 9 | 基于Python的开源量化交易平台开发框架 | 2022-06-25T10:46:16Z |
| 55 | [pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) | 17813 | 5359 | Python | 405 | Image-to-Image Translation in PyTorch | 2022-04-28T01:39:02Z |
| 56 | [magenta](https://github.com/magenta/magenta) | 17696 | 3629 | Python | 307 | Magenta: Music and Art Generation with Machine Intelligence | 2022-06-10T19:08:53Z |
| 57 | [labelImg](https://github.com/tzutalin/labelImg) | 17653 | 5443 | Python | 319 | 🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images | 2022-06-19T06:38:06Z |
| 58 | [fairseq](https://github.com/facebookresearch/fairseq) | 17314 | 4567 | Python | 567 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-06-25T02:04:51Z |
| 59 | [dash](https://github.com/plotly/dash) | 16700 | 1719 | Python | 589 | Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required. | 2022-06-25T18:58:30Z |
| 60 | [professional-programming](https://github.com/charlax/professional-programming) | 16333 | 1494 | Python | 0 | A collection of full-stack resources for programmers. | 2022-06-25T18:43:11Z |