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) | 189884 | 21914 | Python | 1 | A collective list of free APIs | 2022-04-19T19:53:24Z |
| 2 | [Python-100-Days](https://github.com/jackfrued/Python-100-Days) | 117441 | 45266 | Python | 458 | Python - 100天从新手到大师 | 2022-04-17T16:04:46Z |
| 3 | [youtube-dl](https://github.com/ytdl-org/youtube-dl) | 109021 | 7661 | Python | 3924 | Command-line program to download videos from YouTube.com and other video sites | 2022-04-20T21:05:43Z |
| 4 | [models](https://github.com/tensorflow/models) | 73372 | 45748 | Python | 1154 | Models and examples built with TensorFlow | 2022-04-20T23:24:08Z |
| 5 | [django](https://github.com/django/django) | 63596 | 26996 | Python | 0 | The Web framework for perfectionists with deadlines. | 2022-04-20T20:55:13Z |
| 6 | [flask](https://github.com/pallets/flask) | 58655 | 15001 | Python | 13 | The Python micro framework for building web applications. | 2022-04-18T13:39:46Z |
| 7 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 54104 | 7759 | Python | 28 | :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub. | 2022-03-28T00:39:38Z |
| 8 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 54013 | 13278 | Python | 0 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2022-04-14T03:35:30Z |
| 9 | [ansible](https://github.com/ansible/ansible) | 52854 | 21814 | Python | 807 | 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. | 2022-04-21T00:19:34Z |
| 10 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 49754 | 22930 | Python | 1607 | scikit-learn: machine learning in Python | 2022-04-21T01:35:58Z |
| 11 | [requests](https://github.com/psf/requests) | 47278 | 8711 | Python | 171 | A simple, yet elegant, HTTP library. | 2022-04-12T04:37:35Z |
| 12 | [cpython](https://github.com/python/cpython) | 44260 | 22838 | Python | 7072 | The Python programming language | 2022-04-21T02:54:47Z |
| 13 | [fastapi](https://github.com/tiangolo/fastapi) | 44147 | 3395 | Python | 1000 | FastAPI framework, high performance, easy to learn, fast to code, ready for production | 2022-04-20T10:25:23Z |
| 14 | [manim](https://github.com/3b1b/manim) | 43906 | 4814 | Python | 321 | Animation engine for explanatory math videos | 2022-04-18T11:44:50Z |
| 15 | [scrapy](https://github.com/scrapy/scrapy) | 43313 | 9596 | Python | 497 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2022-04-17T21:42:45Z |
| 16 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 42205 | 2016 | 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. | 2022-01-28T15:01:25Z |
| 17 | [faceswap](https://github.com/deepfakes/faceswap) | 40823 | 11632 | Python | 22 | Deepfakes Software For All | 2022-04-16T14:14:04Z |
| 18 | [Real-Time-Voice-Cloning](https://github.com/CorentinJ/Real-Time-Voice-Cloning) | 34388 | 6354 | Python | 37 | Clone a voice in 5 seconds to generate arbitrary speech in real-time | 2022-04-20T19:30:02Z |
| 19 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 33768 | 4609 | Python | 188 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-04-11T03:38:25Z |
| 20 | [pandas](https://github.com/pandas-dev/pandas) | 33470 | 14315 | Python | 3381 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2022-04-21T01:38:07Z |
| 21 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 33167 | 19395 | Python | 0 | None | 2022-02-02T12:02:28Z |
| 22 | [ailearning](https://github.com/apachecn/ailearning) | 33103 | 10834 | Python | 3 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2022-03-19T10:19:18Z |
| 23 | [DeepFaceLab](https://github.com/iperov/DeepFaceLab) | 32197 | 7348 | Python | 408 | DeepFaceLab is the leading software for creating deepfakes. | 2022-04-07T18:03:40Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 32072 | 6869 | Python | 44 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2022-02-07T08:21:30Z |
| 25 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 31666 | 7477 | 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。 | 2022-04-20T13:54:29Z |
| 26 | [python-patterns](https://github.com/faif/python-patterns) | 31217 | 6298 | Python | 11 | A collection of design patterns/idioms in Python | 2022-02-19T17:46:59Z |
| 27 | [XX-Net](https://github.com/XX-net/XX-Net) | 31196 | 7817 | Python | 7784 | A proxy tool to bypass GFW. | 2022-04-20T05:30:38Z |
| 28 | [sherlock](https://github.com/sherlock-project/sherlock) | 31068 | 3557 | Python | 77 | 🔎 Hunt down social media accounts by username across social networks | 2022-04-19T11:53:52Z |
| 29 | [bert](https://github.com/google-research/bert) | 30975 | 8662 | Python | 753 | TensorFlow code and pre-trained models for BERT | 2022-02-26T05:40:25Z |
| 30 | [sentry](https://github.com/getsentry/sentry) | 30675 | 3441 | Python | 359 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2022-04-21T03:03:50Z |
| 31 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 28573 | 2378 | Python | 47 | What the f*ck Python? 😱 | 2022-04-04T10:32:41Z |
| 32 | [jieba](https://github.com/fxsjy/jieba) | 28346 | 6543 | Python | 588 | 结巴中文分词 | 2022-04-07T12:41:40Z |
| 33 | [gym](https://github.com/openai/gym) | 27266 | 7774 | Python | 96 | A toolkit for developing and comparing reinforcement learning algorithms. | 2022-04-20T18:48:07Z |
| 34 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 26747 | 3300 | Python | 228 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2022-04-20T18:00:31Z |
| 35 | [HanLP](https://github.com/hankcs/HanLP) | 25658 | 6914 | Python | 2 | 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 | 2022-04-20T15:37:14Z |
| 36 | [airflow](https://github.com/apache/airflow) | 25538 | 10414 | Python | 797 | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 2022-04-21T02:39:58Z |
| 37 | [yolov5](https://github.com/ultralytics/yolov5) | 25135 | 8953 | Python | 245 | YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | 2022-04-21T01:44:52Z |
| 38 | [Detectron](https://github.com/facebookresearch/Detectron) | 25078 | 5457 | Python | 301 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 39 | [linux-insides](https://github.com/0xAX/linux-insides) | 24470 | 2879 | Python | 41 | A little bit about a linux kernel | 2022-03-28T20:05:35Z |
| 40 | [YouCompleteMe](https://github.com/ycm-core/YouCompleteMe) | 23897 | 2760 | Python | 7 | A code-completion engine for Vim | 2022-04-04T16:29:57Z |
| 41 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 23775 | 1794 | Python | 493 | A youtube-dl fork with additional features and fixes | 2022-04-20T19:20:52Z |
| 42 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 23219 | 4796 | Python | 48 | Automatic SQL injection and database takeover tool | 2022-04-17T14:42:31Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 22969 | 7125 | Python | 10 | 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 |
| 44 | [devops-exercises](https://github.com/bregman-arie/devops-exercises) | 22242 | 4831 | 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 | 2022-04-21T02:13:17Z |
| 45 | [python-fire](https://github.com/google/python-fire) | 22201 | 1296 | Python | 92 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2022-04-16T22:20:08Z |
| 46 | [ItChat](https://github.com/littlecodersh/ItChat) | 22130 | 5230 | Python | 233 | 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 |
| 47 | [Depix](https://github.com/beurtschipper/Depix) | 22141 | 2662 | Python | 0 | Recovers passwords from pixelized screenshots | 2022-04-21T00:55:51Z |
| 48 | [tqdm](https://github.com/tqdm/tqdm) | 21752 | 1122 | Python | 278 | A Fast, Extensible Progress Bar for Python and CLI | 2022-04-17T22:01:00Z |
| 49 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 21569 | 10753 | Python | 1739 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-04-04T05:39:06Z |
| 50 | [MockingBird](https://github.com/babysor/MockingBird) | 20889 | 2971 | Python | 192 | 🚀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 | 2022-04-17T12:01:44Z |
| 51 | [algorithms](https://github.com/keon/algorithms) | 20657 | 4259 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-04-19T15:18:28Z |
| 52 | [detectron2](https://github.com/facebookresearch/detectron2) | 20585 | 5606 | Python | 175 | Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. | 2022-04-21T01:33:56Z |
| 53 | [hosts](https://github.com/StevenBlack/hosts) | 20502 | 1801 | Python | 20 | 🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories. | 2022-04-18T13:54:41Z |
| 54 | [CheatSheetSeries](https://github.com/OWASP/CheatSheetSeries) | 20420 | 2899 | Python | 34 | The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics. | 2022-04-21T00:01:41Z |
| 55 | [glances](https://github.com/nicolargo/glances) | 20312 | 1290 | Python | 214 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2022-04-17T08:35:32Z |
| 56 | [numpy](https://github.com/numpy/numpy) | 20198 | 6800 | Python | 2053 | The fundamental package for scientific computing with Python. | 2022-04-21T00:24:37Z |
| 57 | [ray](https://github.com/ray-project/ray) | 20029 | 3472 | Python | 1986 | 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. | 2022-04-21T03:03:03Z |
| 58 | [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) | 20041 | 4235 | Python | 957 | 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) | 2022-04-20T06:52:18Z |
| 59 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 20000 | 3413 | 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. | 2022-04-09T09:39:53Z |
| 60 | [poetry](https://github.com/python-poetry/poetry) | 19334 | 1595 | Python | 1113 | Python dependency management and packaging made easy. | 2022-04-19T13:21:49Z |