[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) | 205995 | 23592 | Python | 3 | A collective list of free APIs | 2022-08-22T02:23:44Z |
| 2 | [Python](https://github.com/TheAlgorithms/Python) | 142383 | 36468 | Python | 29 | All Algorithms implemented in Python | 2022-08-17T14:21:36Z |
| 3 | [awesome-python](https://github.com/vinta/awesome-python) | 138576 | 21728 | Python | 22 | A curated list of awesome Python frameworks, libraries, software and resources | 2022-08-21T02:14:08Z |
| 4 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 112513 | 8071 | Python | 3860 | Command-line program to download videos from YouTube.com and other video sites | 2022-08-21T14:49:49Z |
| 5 | [transformers](https://github.com/huggingface/transformers) | 68758 | 15899 | Python | 398 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2022-08-21T16:04:05Z |
| 6 | [keras](https://github.com/keras-team/keras) | 55962 | 19167 | Python | 239 | Deep Learning for humans | 2022-08-21T09:20:21Z |
| 7 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 55584 | 13483 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-08-07T18:41:35Z |
| 8 | [ansible](https://github.com/ansible/ansible) | 54231 | 22258 | Python | 702 | 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. | 2022-08-22T01:16:29Z |
| 9 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 51114 | 23335 | Python | 1531 | scikit-learn: machine learning in Python | 2022-08-21T16:38:53Z |
| 10 | [fastapi](https://github.com/tiangolo/fastapi) | 48488 | 3846 | Python | 1102 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-08-21T12:07:06Z |
| 11 | [scrapy](https://github.com/scrapy/scrapy) | 44316 | 9694 | Python | 514 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-08-17T10:26:21Z |
| 12 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42767 | 2049 | Python | 56 | 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 |
| 13 | [faceswap](https://github.com/deepfakes/faceswap) | 42063 | 11877 | Python | 13 | Deepfakes Software For All | 2022-08-22T01:27:48Z |
| 14 | [rich](https://github.com/Textualize/rich) | 39211 | 1325 | Python | 66 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-08-17T20:59:01Z |
| 15 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 36128 | 6658 | Python | 66 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-08-15T01:01:50Z |
| 16 | [openpilot](https://github.com/commaai/openpilot) | 35615 | 6530 | Python | 171 | 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. | 2022-08-22T02:55:51Z |
| 17 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 35167 | 4766 | Python | 193 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-08-08T19:21:39Z |
| 18 | [pandas](https://github.com/pandas-dev/pandas) | 34977 | 14854 | Python | 3370 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-08-21T22:15:59Z |
| 19 | [python-patterns](https://github.com/faif/python-patterns) | 34865 | 6537 | Python | 11 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 20 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 34433 | 7929 | 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。 | 2022-08-20T12:14:08Z |
| 21 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 34338 | 7802 | Python | 436 | DeepFaceLab is the leading software for creating deepfakes. | 2022-08-18T09:02:03Z |
| 22 | [interview_internal_reference](https://github.com/0voice/interview_internal_reference) | 34002 | 9157 | 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 |
| 23 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33211 | 19272 | Python | 0 | None | 2022-05-04T07:08:07Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 33018 | 6978 | Python | 45 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 25 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 30477 | 2408 | Python | 632 | A youtube-dl fork with additional features and fixes | 2022-08-22T01:35:18Z |
| 26 | [yolov5](https://github.com/ultralytics/yolov5) | 30001 | 10709 | Python | 263 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-08-22T00:53:34Z |
| 27 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 29989 | 5477 | Python | 8 | Comprehensive Python Cheatsheet | 2022-07-30T16:58:11Z |
| 28 | [certbot](https://github.com/certbot/certbot) | 29191 | 3250 | Python | 536 | 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. | 2022-08-17T15:26:53Z |
| 29 | [jieba](https://github.com/fxsjy/jieba) | 29097 | 6598 | Python | 595 | 结巴中文分词 | 2022-07-17T00:34:33Z |
| 30 | [black](https://github.com/psf/black) | 28909 | 1835 | Python | 328 | The uncompromising Python code formatter | 2022-08-21T16:21:24Z |
| 31 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 28444 | 3460 | Python | 242 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-08-21T22:12:48Z |
| 32 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 28380 | 6078 | 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 | 2022-08-21T19:31:40Z |
| 33 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 26010 | 4205 | Python | 32 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2022-07-17T15:56:54Z |
| 34 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 24479 | 7356 | Python | 63 | PyTorch Tutorial for Deep Learning Researchers | 2022-06-26T11:48:37Z |
| 35 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 24385 | 4945 | Python | 50 | Automatic SQL injection and database takeover tool | 2022-08-10T12:51:40Z |
| 36 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 24183 | 2771 | Python | 8 | A code-completion engine for Vim | 2022-08-21T13:05:02Z |
| 37 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 24086 | 4947 | Python | 1321 | 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) | 2022-08-22T02:26:13Z |
| 38 | [spaCy](https://github.com/explosion/spaCy) | 23997 | 3908 | Python | 73 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2022-08-19T20:06:17Z |
| 39 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 23968 | 6268 | Python | 98 | Web APIs for Django. 🎸 | 2022-08-20T01:40:19Z |
| 40 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 23499 | 7230 | Python | 11 | 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 |
| 41 | [pipenv](https://github.com/pypa/pipenv) | 23201 | 1761 | Python | 345 |  Python Development Workflow for Humans. | 2022-08-20T12:58:40Z |
| 42 | [python-fire](https://github.com/google/python-fire) | 22861 | 1324 | Python | 98 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-07-11T05:20:10Z |
| 43 | [tqdm](https://github.com/tqdm/tqdm) | 22752 | 1156 | Python | 287 | A Fast, Extensible Progress Bar for Python and CLI | 2022-08-21T02:59:38Z |
| 44 | [Depix](https://github.com/beurtschipper/Depix) | 22644 | 2745 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-07-28T07:40:39Z |
| 45 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22067 | 10997 | Python | 1773 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-08-17T18:45:40Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 21447 | 4376 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-08-19T19:13:42Z |
| 47 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 21372 | 3070 | Python | 21 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-08-20T13:45:02Z |
| 48 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 21341 | 4197 | 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 |
| 49 | [GFPGAN](https://github.com/TencentARC/GFPGAN) | 21254 | 3209 | Python | 137 | GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. | 2022-08-17T05:49:58Z |
| 50 | [numpy](https://github.com/numpy/numpy) | 21249 | 7204 | Python | 2018 | The fundamental package for scientific computing with Python. | 2022-08-21T16:46:11Z |
| 51 | [glances](https://github.com/nicolargo/glances) | 21211 | 1321 | Python | 222 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-08-21T16:05:43Z |
| 52 | [algo](https://github.com/wangzheng0822/algo) | 21192 | 6796 | Python | 99 | 数据结构和算法必知必会的50个代码实现 | 2022-08-04T10:12:57Z |
| 53 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 20963 | 7643 | Python | 549 | OpenMMLab Detection Toolbox and Benchmark | 2022-08-20T12:09:57Z |
| 54 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20769 | 3491 | 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. | 2022-08-18T10:01:28Z |
| 55 | [streamlit](https://github.com/streamlit/streamlit) | 20366 | 1831 | Python | 605 | Streamlit — The fastest way to build data apps in Python | 2022-08-21T06:35:22Z |
| 56 | [spleeter](https://github.com/deezer/spleeter) | 20311 | 2245 | Python | 143 | Deezer source separation library including pretrained models. | 2022-06-28T03:14:20Z |
| 57 | [hackingtool](https://github.com/Z4nzu/hackingtool) | 20264 | 2527 | Python | 68 | ALL IN ONE Hacking Tool For Hackers | 2022-07-09T12:50:43Z |
| 58 | [celery](https://github.com/celery/celery) | 19926 | 4346 | Python | 504 | Distributed Task Queue (development branch) | 2022-08-21T19:00:33Z |
| 59 | [jax](https://github.com/google/jax) | 19903 | 1815 | Python | 844 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-08-21T23:05:39Z |
| 60 | [professional-programming](https://github.com/charlax/professional-programming) | 19845 | 1761 | Python | 0 | A collection of full-stack resources for programmers. | 2022-08-18T09:55:57Z |