[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) | 150770 | 38670 | Python | 13 | All Algorithms implemented in Python | 2023-01-07T17:35:40Z |
| 2 | [transformers](https://github.com/huggingface/transformers) | 77601 | 17478 | Python | 431 | 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. | 2023-01-09T02:54:11Z |
| 3 | [keras](https://github.com/keras-team/keras) | 57025 | 19255 | Python | 272 | Deep Learning for humans | 2023-01-08T20:26:41Z |
| 4 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52529 | 23823 | Python | 1548 | scikit-learn: machine learning in Python | 2023-01-09T02:40:38Z |
| 5 | [rich](https://github.com/Textualize/rich) | 41499 | 1467 | Python | 68 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2023-01-06T14:28:23Z |
| 6 | [yt-dlp](https://github.com/yt-dlp/yt-dlp) | 37440 | 3115 | Python | 789 | A youtube-dl fork with additional features and fixes | 2023-01-08T11:18:47Z |
| 7 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 37117 | 8327 | 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。 | 2023-01-09T00:10:48Z |
| 8 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 36628 | 4943 | Python | 194 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2023-01-08T02:34:01Z |
| 9 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 31410 | 5713 | Python | 8 | Comprehensive Python Cheatsheet | 2022-12-31T15:03:39Z |
| 10 | [black](https://github.com/psf/black) | 30785 | 1967 | Python | 330 | The uncompromising Python code formatter | 2023-01-02T14:43:51Z |
| 11 | [spaCy](https://github.com/explosion/spaCy) | 24948 | 4004 | Python | 82 | 💫 Industrial-strength Natural Language Processing (NLP) in Python | 2023-01-06T19:40:30Z |
| 12 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 24747 | 6428 | Python | 70 | Web APIs for Django. 🎸 | 2023-01-07T22:48:12Z |
| 13 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24503 | 7439 | Python | 12 | 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. | 2022-10-12T07:18:27Z |
| 14 | [pipenv](https://github.com/pypa/pipenv) | 23531 | 1808 | Python | 215 |  Python Development Workflow for Humans. | 2023-01-07T17:06:46Z |
| 15 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 22558 | 8220 | Python | 520 | OpenMMLab Detection Toolbox and Benchmark | 2023-01-08T13:20:04Z |
| 16 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22544 | 11192 | Python | 1813 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-28T13:15:48Z |
| 17 | [glances](https://github.com/nicolargo/glances) | 22049 | 1346 | Python | 243 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2023-01-08T16:58:39Z |
| 18 | [algorithms](https://github.com/keon/algorithms) | 22008 | 4419 | Python | 59 | Minimal examples of data structures and algorithms in Python | 2022-12-25T14:36:59Z |
| 19 | [linkedin-skill-assessments-quizzes](https://github.com/Ebazhanov/linkedin-skill-assessments-quizzes) | 21919 | 11866 | Python | 29 | Full reference of LinkedIn answers 2022 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers  | 2023-01-09T01:46:02Z |
| 20 | [algo](https://github.com/wangzheng0822/algo) | 21634 | 6902 | Python | 100 | 数据结构和算法必知必会的50个代码实现 | 2022-11-04T12:46:41Z |
| 21 | [jax](https://github.com/google/jax) | 21418 | 2011 | Python | 980 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2023-01-08T18:38:13Z |
| 22 | [spleeter](https://github.com/deezer/spleeter) | 21252 | 2343 | Python | 158 | Deezer source separation library including pretrained models. | 2022-12-27T17:16:58Z |
| 23 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 21212 | 3544 | Python | 32 | 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. | 2022-12-31T02:08:18Z |
| 24 | [celery](https://github.com/celery/celery) | 20748 | 4406 | Python | 526 | Distributed Task Queue (development branch) | 2023-01-06T12:11:39Z |
| 25 | [fairseq](https://github.com/facebookresearch/fairseq) | 20536 | 5149 | Python | 763 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2023-01-07T07:39:06Z |
| 26 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 19848 | 1416 | Python | 11 | Guide to securing and improving privacy on macOS | 2022-12-26T19:09:54Z |
| 27 | [jumpserver](https://github.com/jumpserver/jumpserver) | 19648 | 4782 | Python | 93 | JumpServer 是广受欢迎的开源堡垒机，是符合 4A 规范的专业运维安全审计系统。 | 2023-01-09T03:03:21Z |
| 28 | [30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) | 17727 | 4055 | Python | 61 | 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.  | 2023-01-03T22:26:32Z |
| 29 | [ddia](https://github.com/Vonng/ddia) | 16524 | 3600 | Python | 1 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2022-12-19T09:42:37Z |
| 30 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 16505 | 3012 | Python | 611 | Graph Neural Network Library for PyTorch | 2023-01-08T14:30:05Z |
| 31 | [luigi](https://github.com/spotify/luigi) | 16222 | 2354 | Python | 79 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.  | 2023-01-03T15:09:39Z |
| 32 | [gpt-2](https://github.com/openai/gpt-2) | 16131 | 4060 | Python | 110 | Code for the paper "Language Models are Unsupervised Multitask Learners" | 2022-07-07T05:38:42Z |
| 33 | [d2l-en](https://github.com/d2l-ai/d2l-en) | 16070 | 3490 | Python | 55 | Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | 2023-01-09T00:00:47Z |
| 34 | [pyspider](https://github.com/binux/pyspider) | 15701 | 3665 | Python | 269 | A Powerful Spider(Web Crawler) System in Python. | 2022-11-20T06:11:59Z |
| 35 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15665 | 5702 | 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 |
| 36 | [modern-cpp-features](https://github.com/AnthonyCalandra/modern-cpp-features) | 15424 | 1744 | Python | 9 | A cheatsheet of modern C++ language and library features. | 2022-11-19T12:04:53Z |
| 37 | [prophet](https://github.com/facebook/prophet) | 15355 | 4353 | Python | 290 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-01-07T22:07:38Z |
| 38 | [avatarify-python](https://github.com/alievk/avatarify-python) | 15327 | 2366 | Python | 146 | Avatars for Zoom, Skype and other video-conferencing apps. | 2022-12-03T23:21:54Z |
| 39 | [rasa](https://github.com/RasaHQ/rasa) | 15311 | 4197 | Python | 572 | 💬   Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants | 2023-01-09T01:30:16Z |
| 40 | [Shadowrocket-ADBlock-Rules](https://github.com/h2y/Shadowrocket-ADBlock-Rules) | 14275 | 2300 | 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 |
| 41 | [twint](https://github.com/twintproject/twint) | 14241 | 2442 | Python | 520 | 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. | 2022-05-19T19:33:04Z |
| 42 | [fabric](https://github.com/fabric/fabric) | 13793 | 1913 | Python | 404 | Simple, Pythonic remote execution and deployment. | 2023-01-07T04:08:15Z |
| 43 | [deep-learning-for-image-processing](https://github.com/WZMIAOMIAO/deep-learning-for-image-processing) | 13682 | 6108 | Python | 14 | deep learning for image processing including classification and object-detection etc. | 2022-11-20T03:52:47Z |
| 44 | [wxpy](https://github.com/youfou/wxpy) | 13407 | 2361 | Python | 295 | 微信机器人 / 可能是最优雅的微信个人号 API ✨✨ | 2019-07-14T17:59:47Z |
| 45 | [aws-cli](https://github.com/aws/aws-cli) | 13302 | 3545 | Python | 376 | Universal Command Line Interface for Amazon Web Services | 2023-01-07T18:41:04Z |
| 46 | [DeDRM_tools](https://github.com/apprenticeharper/DeDRM_tools) | 13193 | 1293 | Python | 778 | DeDRM tools for ebooks | 2023-01-06T13:33:14Z |
| 47 | [aiohttp](https://github.com/aio-libs/aiohttp) | 13161 | 1848 | Python | 376 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-01-08T14:13:33Z |
| 48 | [salt](https://github.com/saltstack/salt) | 12950 | 5376 | Python | 2367 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2023-01-09T00:23:11Z |
| 49 | [the-gan-zoo](https://github.com/hindupuravinash/the-gan-zoo) | 12889 | 2451 | Python | 16 | A list of all named GANs! | 2022-12-08T02:56:19Z |
| 50 | [tensor2tensor](https://github.com/tensorflow/tensor2tensor) | 12882 | 3152 | Python | 572 | Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | 2022-12-21T19:05:02Z |
| 51 | [facenet](https://github.com/davidsandberg/facenet) | 12835 | 4781 | Python | 492 | Face recognition using Tensorflow | 2022-11-21T22:20:20Z |
| 52 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 12794 | 4194 | Python | 315 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2022-11-29T10:25:57Z |
| 53 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 12584 | 2087 | Python | 97 | Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | 2022-12-05T18:47:40Z |
| 54 | [erpnext](https://github.com/frappe/erpnext) | 12520 | 5064 | Python | 1100 | Free and Open Source Enterprise Resource Planning (ERP) | 2023-01-08T10:24:23Z |
| 55 | [pydantic](https://github.com/pydantic/pydantic) | 12111 | 1130 | Python | 536 | Data parsing and validation using Python type hints | 2023-01-08T09:31:36Z |
| 56 | [networkx](https://github.com/networkx/networkx) | 12029 | 2818 | Python | 182 | Network Analysis in Python | 2023-01-08T17:39:20Z |
| 57 | [Zappa](https://github.com/Miserlou/Zappa) | 11883 | 1261 | Python | 604 | Serverless Python | 2022-10-24T23:37:05Z |
| 58 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 11743 | 3561 | Python | 8 | 一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. ) | 2022-04-27T14:37:28Z |
| 59 | [walle-web](https://github.com/meolu/walle-web) | 11578 | 2739 | Python | 381 | walle - 瓦力 Devops开源项目代码部署平台 | 2022-01-06T22:27:38Z |
| 60 | [nltk](https://github.com/nltk/nltk) | 11376 | 2676 | Python | 210 | NLTK Source | 2023-01-03T10:31:40Z |