[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) | 208944 | 23906 | Python | 3 | A collective list of free APIs | 2022-09-15T20:46:33Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 196643 | 35422 | Python | 164 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2022-09-05T14:38:34Z |
| 3 | [Python](https://github.com/TheAlgorithms/Python) | 144081 | 36771 | Python | 27 | All Algorithms implemented in Python | 2022-09-16T03:03:16Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 113472 | 8155 | Python | 3873 | Command-line program to download videos from YouTube.com and other video sites | 2022-09-14T04:31:39Z |
| 5 | [thefuck](https://github.com/nvbn/thefuck) | 73329 | 3246 | Python | 196 | Magnificent app which corrects your previous console command. | 2022-09-09T10:23:41Z |
| 6 | [transformers](https://github.com/huggingface/transformers) | 70289 | 16126 | Python | 391 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-09-15T23:12:48Z |
| 7 | [django](https://github.com/django/django) | 66298 | 27764 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-09-15T18:52:23Z |
| 8 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 59266 | 8041 | Python | 42 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-09-14T08:59:43Z |
| 9 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 55815 | 13523 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-09-09T16:55:21Z |
| 10 | [ansible](https://github.com/ansible/ansible) | 54493 | 22358 | Python | 680 | 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. | 2022-09-15T22:24:40Z |
| 11 | [fastapi](https://github.com/tiangolo/fastapi) | 49479 | 3949 | Python | 1102 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-09-16T02:28:12Z |
| 12 | [requests](https://github.com/psf/requests) | 48229 | 8867 | Python | 185 | A simple, yet elegant, HTTP library. | 2022-09-11T12:57:23Z |
| 13 | [cpython](https://github.com/python/cpython) | 47520 | 24186 | Python | 6760 | The Python programming language | 2022-09-16T00:05:48Z |
| 14 | [manim](https://github.com/3b1b/manim) | 46857 | 5043 | Python | 336 | Animation engine for explanatory math videos | 2022-09-14T09:38:28Z |
| 15 | [face_recognition](https://github.com/ageitgey/face_recognition) | 45761 | 12477 | Python | 663 | The world's simplest facial recognition api for Python and the command line | 2022-09-08T15:32:30Z |
| 16 | [scrapy](https://github.com/scrapy/scrapy) | 44534 | 9715 | Python | 519 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-09-14T15:40:49Z |
| 17 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 43603 | 2071 | 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 |
| 18 | [localstack](https://github.com/localstack/localstack) | 43515 | 3224 | Python | 294 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2022-09-15T22:40:14Z |
| 19 | [PayloadsAllTheThings](https://github.com/swisskyrepo/PayloadsAllTheThings) | 41044 | 11043 | Python | 0 | A list of useful payloads and bypass for Web Application Security and Pentest/CTF | 2022-09-15T23:32:31Z |
| 20 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 36534 | 6708 | Python | 75 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-09-09T08:47:59Z |
| 21 | [sherlock](https://github.com/sherlock-project/sherlock) | 35396 | 4148 | Python | 80 | 🔎 Hunt down social media accounts by username across social networks | 2022-09-08T21:26:25Z |
| 22 | [pandas](https://github.com/pandas-dev/pandas) | 35204 | 14971 | Python | 3408 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-09-16T02:47:46Z |
| 23 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 35022 | 8008 | 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。 | 2022-09-14T06:09:13Z |
| 24 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 34975 | 7889 | Python | 448 | DeepFaceLab is the leading software for creating deepfakes. | 2022-08-18T09:02:03Z |
| 25 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34060 | 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 |
| 26 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 32203 | 2540 | Python | 670 | A youtube-dl fork with additional features and fixes | 2022-09-16T02:20:58Z |
| 27 | [bert](https://github.com/google-research/bert) | 32087 | 8855 | Python | 770 | TensorFlow code and pre-trained models for BERT | 2022-09-14T04:44:33Z |
| 28 | [sentry](https://github.com/getsentry/sentry) | 31998 | 3581 | Python | 471 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-09-16T00:26:55Z |
| 29 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 31664 | 2516 | Python | 52 | What the f*ck Python? 😱 | 2022-06-03T14:19:30Z |
| 30 | [yolov5](https://github.com/ultralytics/yolov5) | 30768 | 11010 | Python | 293 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-09-16T01:08:36Z |
| 31 | [cheat.sh](https://github.com/chubin/cheat.sh) | 30447 | 1528 | Python | 92 | the only cheat sheet you need | 2022-09-11T14:24:00Z |
| 32 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 29395 | 6330 | Python | 13 | Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions | 2022-09-14T22:13:01Z |
| 33 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 28649 | 3486 | Python | 240 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-09-15T12:43:55Z |
| 34 | [gym](https://github.com/openai/gym) | 28525 | 7966 | Python | 14 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-09-14T22:42:53Z |
| 35 | [airflow](https://github.com/apache/airflow) | 27450 | 11211 | Python | 695 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-09-16T02:28:14Z |
| 36 | [Python](https://github.com/geekcomputers/Python) | 26294 | 11126 | Python | 175 | My Python Examples | 2022-09-08T09:04:42Z |
| 37 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26142 | 4217 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-08-26T10:58:05Z |
| 38 | [Detectron](https://github.com/facebookresearch/Detectron) | 25309 | 5456 | Python | 302 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 39 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 24680 | 7380 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2022-09-03T22:29:24Z |
| 40 | [spaCy](https://github.com/explosion/spaCy) | 24194 | 3930 | Python | 73 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-09-15T23:15:25Z |
| 41 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24114 | 6297 | Python | 100 | Web APIs for Django. 🎸 | 2022-09-15T08:35:48Z |
| 42 | [httpie](https://github.com/httpie/httpie) | 23686 | 3706 | Python | 112 | 🥧 HTTPie for Terminal — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more. | 2022-09-12T20:58:14Z |
| 43 | [python-fire](https://github.com/google/python-fire) | 23003 | 1330 | Python | 97 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-07-11T05:20:10Z |
| 44 | [tqdm](https://github.com/tqdm/tqdm) | 22916 | 1164 | Python | 291 | A Fast, Extensible Progress Bar for Python and CLI | 2022-09-15T23:06:31Z |
| 45 | [Depix](https://github.com/beurtschipper/Depix) | 22751 | 2762 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-09-07T17:09:00Z |
| 46 | [detectron2](https://github.com/facebookresearch/detectron2) | 22231 | 6019 | Python | 240 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-09-15T10:12:34Z |
| 47 | [poetry](https://github.com/python-poetry/poetry) | 21770 | 1749 | Python | 873 | Python dependency management and packaging made easy. | 2022-09-15T20:50:47Z |
| 48 | [redash](https://github.com/getredash/redash) | 21724 | 3789 | Python | 491 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2022-09-14T11:16:22Z |
| 49 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 21606 | 3114 | Python | 24 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-09-14T01:57:15Z |
| 50 | [algorithms](https://github.com/keon/algorithms) | 21583 | 4395 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-09-02T15:07:05Z |
| 51 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21486 | 4221 | 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 |
| 52 | [numpy](https://github.com/numpy/numpy) | 21447 | 7295 | Python | 2030 | The fundamental package for scientific computing with Python. | 2022-09-16T00:44:50Z |
| 53 | [glances](https://github.com/nicolargo/glances) | 21431 | 1325 | Python | 225 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-09-15T09:02:18Z |
| 54 | [algo](https://github.com/wangzheng0822/algo) | 21269 | 6814 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-09-14T02:57:23Z |
| 55 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 20997 | 699 | Python | 95 | 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. | 2022-06-29T19:16:32Z |
| 56 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 20896 | 3432 | Python | 56 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-09-16T00:47:35Z |
| 57 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20863 | 3499 | Python | 31 | 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. | 2022-09-04T22:17:08Z |
| 58 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 20548 | 2579 | Python | 64 | ALL IN ONE Hacking Tool For Hackers | 2022-09-15T10:22:23Z |
| 59 | [professional-programming](https://github.com/charlax/professional-programming) | 20508 | 1822 | Python | 1 | A collection of learning resources for curious software engineers | 2022-09-15T14:38:20Z |
| 60 | [celery](https://github.com/celery/celery) | 20079 | 4357 | Python | 511 | Distributed Task Queue (development branch) | 2022-09-15T22:47:00Z |