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) | 229900 | 26187 | Python | 28 | A collective list of free APIs | 2023-03-04T20:53:07Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 131418 | 48307 | Python | 494 | Python - 100天从新手到大师 | 2023-02-13T02:52:13Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 118343 | 8718 | Python | 3839 | Command-line program to download videos from YouTube.com and other video sites | 2023-03-04T17:54:20Z |
| 4 | [flask](https://github.com/pallets/flask) | 62091 | 15483 | Python | 3 | The Python micro framework for building web applications. | 2023-03-04T18:36:21Z |
| 5 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 58062 | 13906 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2023-03-03T14:13:05Z |
| 6 | [ansible](https://github.com/ansible/ansible) | 56479 | 23061 | Python | 646 | 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. | 2023-03-03T21:10:40Z |
| 7 | [fastapi](https://github.com/tiangolo/fastapi) | 55141 | 4571 | Python | 19 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2023-03-04T22:48:49Z |
| 8 | [cpython](https://github.com/python/cpython) | 50989 | 25975 | Python | 6777 | The Python programming language | 2023-03-05T01:55:20Z |
| 9 | [manim](https://github.com/3b1b/manim) | 49925 | 5222 | Python | 350 | Animation engine for explanatory math videos | 2023-02-15T17:40:44Z |
| 10 | [scrapy](https://github.com/scrapy/scrapy) | 46356 | 9883 | Python | 490 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2023-03-04T23:19:24Z |
| 11 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 44616 | 2121 | Python | 61 | 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. | 2023-03-03T11:21:30Z |
| 12 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 41801 | 3460 | Python | 848 | A youtube-dl fork with additional features and fixes | 2023-03-04T23:07:00Z |
| 13 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 40986 | 8955 | Python | 12 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2023-03-04T07:09:00Z |
| 14 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 39745 | 7262 | Python | 89 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-09-09T08:47:59Z |
| 15 | [sherlock](https://github.com/sherlock-project/sherlock) | 39442 | 4687 | Python | 35 | 🔎 Hunt down social media accounts by username across social networks | 2023-02-28T10:55:36Z |
| 16 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 39298 | 8584 | 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多个国家的400多所大学用于教学。 | 2023-03-03T04:38:17Z |
| 17 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 37688 | 8437 | Python | 503 | DeepFaceLab is the leading software for creating deepfakes. | 2023-02-15T23:40:41Z |
| 18 | [pandas](https://github.com/pandas-dev/pandas) | 37069 | 15844 | Python | 3551 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2023-03-05T00:45:55Z |
| 19 | [yolov5](https://github.com/ultralytics/yolov5) | 35854 | 13007 | Python | 232 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2023-03-04T11:30:38Z |
| 20 | [ailearning](https://github.com/apachecn/ailearning) | 34731 | 11021 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-02-17T18:00:41Z |
| 21 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34533 | 9246 | 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。 | 2023-03-04T09:50:17Z |
| 22 | [bert](https://github.com/google-research/bert) | 33328 | 9068 | Python | 771 | TensorFlow code and pre-trained models for BERT | 2023-02-21T21:38:10Z |
| 23 | [XX-Net](https://github.com/XX-net/XX-Net) | 31720 | 7771 | Python | 7844 | A proxy tool to bypass GFW. | 2023-02-22T10:54:11Z |
| 24 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 30266 | 3626 | Python | 241 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2023-03-01T23:50:14Z |
| 25 | [gym](https://github.com/openai/gym) | 30236 | 8261 | Python | 42 | A toolkit for developing and comparing reinforcement learning algorithms. | 2023-02-24T18:15:23Z |
| 26 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 28962 | 3302 | Python | 9 | ALL IN ONE Hacking Tool For Hackers | 2023-03-04T15:11:44Z |
| 27 | [HanLP](https://github.com/hankcs/HanLP) | 28223 | 7906 | Python | 7 | 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 | 2023-02-27T06:10:56Z |
| 28 | [linux-insides](https://github.com/0xAX/linux-insides) | 27851 | 3164 | Python | 25 | A little bit about a linux kernel | 2023-02-28T05:33:28Z |
| 29 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26987 | 4325 | Python | 33 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-10-02T09:13:36Z |
| 30 | [MockingBird](https://github.com/babysor/MockingBird) | 26841 | 3971 | Python | 372 | 🚀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 | 2023-02-18T01:31:46Z |
| 31 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 25810 | 7606 | Python | 64 | PyTorch Tutorial for Deep Learning Researchers | 2023-02-21T08:50:13Z |
| 32 | [ray](https://github.com/ray-project/ray) | 24404 | 4241 | Python | 2615 | 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. | 2023-03-04T21:16:52Z |
| 33 | [tqdm](https://github.com/tqdm/tqdm) | 24144 | 1225 | Python | 327 | A Fast, Extensible Progress Bar for Python and CLI | 2023-03-05T02:45:11Z |
| 34 | [python-fire](https://github.com/google/python-fire) | 24062 | 1369 | Python | 107 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2023-02-28T02:53:45Z |
| 35 | [poetry](https://github.com/python-poetry/poetry) | 24014 | 1918 | Python | 570 | Python packaging and dependency management made easy | 2023-03-04T22:50:29Z |
| 36 | [detectron2](https://github.com/facebookresearch/detectron2) | 23745 | 6494 | Python | 272 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2023-03-04T05:07:39Z |
| 37 | [Depix](https://github.com/beurtschipper/Depix) | 23277 | 2858 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 38 | [ItChat](https://github.com/littlecodersh/ItChat) | 23156 | 5391 | Python | 246 | 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。 | 2022-11-11T02:49:43Z |
| 39 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 23097 | 3344 | Python | 25 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2023-03-04T04:20:47Z |
| 40 | [professional-programming](https://github.com/charlax/professional-programming) | 22898 | 1995 | Python | 0 | A collection of learning resources for curious software engineers | 2023-02-23T02:55:34Z |
| 41 | [numpy](https://github.com/numpy/numpy) | 22834 | 7813 | Python | 1979 | The fundamental package for scientific computing with Python. | 2023-03-05T00:35:23Z |
| 42 | [hosts](https://github.com/StevenBlack/hosts) | 22480 | 1936 | Python | 39 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-03-03T18:04:03Z |
| 43 | [glances](https://github.com/nicolargo/glances) | 22375 | 1364 | Python | 239 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2023-03-04T08:24:03Z |
| 44 | [algorithms](https://github.com/keon/algorithms) | 22226 | 4443 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2023-02-22T11:35:32Z |
| 45 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21959 | 4326 | Python | 31 | 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. | 2022-10-26T05:13:56Z |
| 46 | [lightning](https://github.com/Lightning-AI/lightning) | 21783 | 2761 | Python | 592 | Deep learning framework to train, deploy, and ship AI products Lightning fast. | 2023-03-04T23:46:44Z |
| 47 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21379 | 3560 | Python | 33 | 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. | 2023-02-24T12:43:00Z |
| 48 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 20978 | 4537 | Python | 64 | 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.  | 2023-03-04T19:12:22Z |
| 49 | [locust](https://github.com/locustio/locust) | 20792 | 2647 | Python | 9 | Scalable load testing tool written in Python | 2023-03-04T08:53:42Z |
| 50 | [vnpy](https://github.com/vnpy/vnpy) | 20211 | 7734 | Python | 11 | 基于Python的开源量化交易平台开发框架 | 2023-02-22T13:16:02Z |
| 51 | [professional-programming](https://github.com/charlax/professional-programming) | 22898 | 1995 | Python | 0 | A collection of learning resources for curious software engineers | 2023-02-23T02:55:34Z |
| 52 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22742 | 11275 | Python | 1814 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2023-02-26T13:03:50Z |
| 53 | [redash](https://github.com/getredash/redash) | 22713 | 3937 | Python | 509 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2023-02-24T23:33:46Z |
| 54 | [hosts](https://github.com/StevenBlack/hosts) | 22480 | 1936 | Python | 39 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2023-03-03T18:04:03Z |
| 55 | [glances](https://github.com/nicolargo/glances) | 22375 | 1364 | Python | 239 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2023-03-04T08:24:03Z |
| 56 | [algorithms](https://github.com/keon/algorithms) | 22226 | 4443 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2023-02-22T11:35:32Z |
| 57 | [jax](https://github.com/google/jax) | 22131 | 2075 | Python | 1048 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-03-04T18:42:44Z |
| 58 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 22101 | 728 | Python | 109 | This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. | 2022-12-06T01:05:48Z |
| 59 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21959 | 4326 | Python | 31 | 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. | 2022-10-26T05:13:56Z |
| 60 | [spleeter](https://github.com/deezer/spleeter) | 21802 | 2389 | Python | 168 | Deezer source separation library including pretrained models. | 2023-02-20T00:23:32Z |
| 61 | [lightning](https://github.com/Lightning-AI/lightning) | 21783 | 2761 | Python | 592 | Deep learning framework to train, deploy, and ship AI products Lightning fast. | 2023-03-04T23:46:44Z |
| 62 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21379 | 3560 | Python | 33 | 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. | 2023-02-24T12:43:00Z |
| 63 | [fairseq](https://github.com/facebookresearch/fairseq) | 21071 | 5273 | Python | 811 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-03-04T03:05:20Z |
| 64 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 20978 | 4537 | Python | 64 | 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.  | 2023-03-04T19:12:22Z |
| 65 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19982 | 1419 | Python | 13 | Guide to securing and improving privacy on macOS | 2022-12-26T19:09:54Z |
| 66 | [ChatGPT](https://github.com/acheong08/ChatGPT) | 19893 | 3069 | Python | 17 | Reverse engineered ChatGPT API | 2023-03-05T02:00:08Z |
| 67 | [examples](https://github.com/pytorch/examples) | 19788 | 9119 | Python | 143 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2023-02-26T23:48:12Z |
| 68 | [OpenBBTerminal](https://github.com/OpenBB-finance/OpenBBTerminal) | 19424 | 2023 | Python | 244 | Investment Research for Everyone, Anywhere. | 2023-03-04T23:37:24Z |
| 69 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 18895 | 1891 | Python | 6 | 🐧 A list of awesome Linux softwares  | 2023-02-26T10:50:49Z |
| 70 | [dash](https://github.com/plotly/dash) | 18205 | 1853 | Python | 699 | Data Apps & Dashboards for Python. No JavaScript Required. | 2023-03-03T09:05:23Z |
| 71 | [saleor](https://github.com/saleor/saleor) | 18108 | 4912 | Python | 367 | Saleor Core: the high performance, composable, headless commerce API. | 2023-03-03T18:34:16Z |
| 72 | [kitty](https://github.com/kovidgoyal/kitty) | 17914 | 807 | Python | 14 | Cross-platform, fast, feature-rich, GPU based terminal | 2023-03-05T00:52:19Z |
| 73 | [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) | 17659 | 5545 | Python | 13 | Python sample codes for robotics algorithms. | 2023-02-26T05:02:26Z |
| 74 | [ColossalAI](https://github.com/hpcaitech/ColossalAI) | 17595 | 1862 | Python | 247 | Making large AI models cheaper, faster and more accessible | 2023-03-04T18:48:09Z |
| 75 | [bokeh](https://github.com/bokeh/bokeh) | 17285 | 4039 | Python | 663 | Interactive Data Visualization in the browser, from  Python | 2023-03-04T20:17:15Z |
| 76 | [proxy_pool](https://github.com/jhao104/proxy_pool) | 17136 | 4479 | Python | 229 | Python爬虫代理IP池(proxy pool) | 2023-02-24T03:36:19Z |
| 77 | [ddia](https://github.com/Vonng/ddia) | 16953 | 3690 | Python | 0 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2023-03-03T02:21:15Z |
| 78 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 16930 | 3110 | Python | 645 | Graph Neural Network Library for PyTorch | 2023-03-04T21:46:40Z |
| 79 | [sanic](https://github.com/sanic-org/sanic) | 16886 | 1493 | Python | 62 |  Accelerate your web app development  \| Build fast. Run fast. | 2023-03-04T19:30:50Z |
| 80 | [nginx-proxy](https://github.com/nginx-proxy/nginx-proxy) | 16826 | 2887 | Python | 393 | Automated nginx proxy for Docker containers using docker-gen | 2023-03-01T12:01:21Z |
| 81 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 16721 | 3558 | Python | 62 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | 2023-03-02T21:44:30Z |
| 82 | [reddit](https://github.com/reddit-archive/reddit) | 16336 | 2904 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 83 | [DeOldify](https://github.com/jantic/DeOldify) | 16242 | 2343 | Python | 0 | A Deep Learning based project for colorizing and restoring old images (and video!) | 2023-02-15T14:28:22Z |
| 84 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 16171 | 734 | Python | 120 | Google Chromium, sans integration with Google | 2023-03-03T21:59:47Z |
| 85 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15840 | 5720 | Python | 8 | :rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等 | 2022-11-21T09:14:21Z |
| 86 | [pyspider](https://github.com/binux/pyspider) | 15758 | 3673 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2022-11-20T06:11:59Z |
| 87 | [ipython](https://github.com/ipython/ipython) | 15710 | 4420 | Python | 1498 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2023-03-04T07:37:07Z |
| 88 | [PySnooper](https://github.com/cool-RR/PySnooper) | 15701 | 938 | Python | 21 | Never use print for debugging again | 2023-01-03T13:15:29Z |
| 89 | [OSX-KVM](https://github.com/kholia/OSX-KVM) | 15678 | 1559 | Python | 0 | Run macOS on QEMU/KVM. With OpenCore + Big Sur + Monterey + Ventura support now! Only commercial (paid) support is available now to avoid spammy issues. No Mac system is required. | 2023-02-09T06:13:04Z |
| 90 | [prophet](https://github.com/facebook/prophet) | 15561 | 4372 | Python | 297 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-02-28T18:26:38Z |
| 91 | [faker](https://github.com/joke2k/faker) | 15469 | 1728 | Python | 14 | Faker is a Python package that generates fake data for you. | 2023-03-03T16:59:21Z |
| 92 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15435 | 2411 | Python | 162 | Avatars for Zoom, Skype and other video-conferencing apps. | 2022-12-03T23:21:54Z |
| 93 | [recommenders](https://github.com/microsoft/recommenders) | 15186 | 2657 | Python | 147 | Best Practices on Recommendation Systems | 2023-03-03T11:03:29Z |
| 94 | [mypy](https://github.com/python/mypy) | 14939 | 2466 | Python | 2329 | Optional static typing for Python | 2023-03-04T18:00:10Z |
| 95 | [calibre](https://github.com/kovidgoyal/calibre) | 14606 | 1884 | Python | 0 | The official source code repository for the calibre ebook manager | 2023-03-04T12:20:07Z |
| 96 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 14499 | 2324 | Python | 69 | 提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。 | 2021-04-12T16:11:40Z |
| 97 | [deep-learning-for-image-processing](https://github.com/WZMIAOMIAO/deep-learning-for-image-processing) | 14461 | 6421 | Python | 24 | deep learning for image processing including classification and object-detection etc. | 2023-01-27T01:16:00Z |
| 98 | [twint](https://github.com/twintproject/twint) | 14460 | 2490 | Python | 522 | An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations. | 2023-02-23T13:58:09Z |
| 99 | [learn-python](https://github.com/trekhleb/learn-python) | 14343 | 2333 | Python | 5 | 📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations. | 2023-02-23T21:10:17Z |
| 100 | [loguru](https://github.com/Delgan/loguru) | 14241 | 589 | Python | 75 | Python logging made (stupidly) simple | 2023-03-03T18:02:50Z |