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 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 207026 | 37146 | Python | 167 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2023-01-02T10:54:13Z |
| 2 | [thefuck](https://github.com/nvbn/thefuck) | 75025 | 3304 | Python | 208 | Magnificent app which corrects your previous console command. | 2023-01-01T17:34:20Z |
| 3 | [flask](https://github.com/pallets/flask) | 61452 | 15377 | Python | 6 | The Python micro framework for building web applications. | 2023-01-01T21:34:25Z |
| 4 | [keras](https://github.com/keras-team/keras) | 56985 | 19249 | Python | 271 | Deep Learning for humans | 2023-01-02T16:53:12Z |
| 5 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 52474 | 23804 | Python | 1547 | scikit-learn: machine learning in Python | 2023-01-02T23:16:35Z |
| 6 | [faceswap](https://github.com/deepfakes/faceswap) | 43099 | 12029 | Python | 17 | Deepfakes Software For All | 2022-12-20T16:03:25Z |
| 7 | [rich](https://github.com/Textualize/rich) | 41412 | 1461 | Python | 64 | Rich is a Python library for rich text and beautiful formatting in the terminal. | 2022-12-30T14:52:54Z |
| 8 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 36568 | 4932 | Python | 194 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2022-12-29T01:07:32Z |
| 9 | [python-patterns](https://github.com/faif/python-patterns) | 36162 | 6685 | Python | 9 | A collection of design patterns/idioms in Python | 2022-08-21T11:22:06Z |
| 10 | [ailearning](https://github.com/apachecn/ailearning) | 34430 | 11001 | Python | 4 | AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 | 2023-01-02T14:58:27Z |
| 11 | [python-cheatsheet](https://github.com/gto76/python-cheatsheet) | 31355 | 5699 | Python | 7 | Comprehensive Python Cheatsheet | 2022-12-31T15:03:39Z |
| 12 | [black](https://github.com/psf/black) | 30721 | 1965 | Python | 327 | The uncompromising Python code formatter | 2023-01-02T14:43:51Z |
| 13 | [linux-insides](https://github.com/0xAX/linux-insides) | 27637 | 3132 | Python | 24 | A little bit about a linux kernel | 2022-12-05T06:07:36Z |
| 14 | [stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 26936 | 4920 | Python | 1466 | Stable Diffusion web UI | 2023-01-02T19:44:49Z |
| 15 | [Python](https://github.com/geekcomputers/Python) | 26928 | 11319 | Python | 193 | My Python Examples | 2023-01-02T18:53:35Z |
| 16 | [Detectron](https://github.com/facebookresearch/Detectron) | 25484 | 5486 | Python | 304 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2021-08-30T20:51:37Z |
| 17 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 24472 | 7432 | 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 |
| 18 | [pipenv](https://github.com/pypa/pipenv) | 23519 | 1809 | Python | 210 |  Python Development Workflow for Humans. | 2023-01-02T21:35:26Z |
| 19 | [pytorch-image-models](https://github.com/rwightman/pytorch-image-models) | 22743 | 3775 | Python | 69 | PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more | 2022-12-30T23:43:00Z |
| 20 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 22530 | 11184 | Python | 1810 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2022-12-28T13:15:48Z |
| 21 | [mmdetection](https://github.com/open-mmlab/mmdetection) | 22513 | 8201 | Python | 513 | OpenMMLab Detection Toolbox and Benchmark | 2023-01-03T03:01:43Z |
| 22 | [cascadia-code](https://github.com/microsoft/cascadia-code) | 21698 | 725 | Python | 102 | 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 |
| 23 | [jax](https://github.com/google/jax) | 21344 | 2003 | Python | 974 | Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more | 2022-12-31T18:11:03Z |
| 24 | [spleeter](https://github.com/deezer/spleeter) | 21162 | 2342 | Python | 157 | Deezer source separation library including pretrained models. | 2022-12-27T17:16:58Z |
| 25 | [fairseq](https://github.com/facebookresearch/fairseq) | 20462 | 5133 | Python | 758 | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. | 2022-12-31T04:56:57Z |
| 26 | [kitty](https://github.com/kovidgoyal/kitty) | 17268 | 781 | Python | 15 | Cross-platform, fast, feature-rich, GPU based terminal | 2023-01-03T02:36:57Z |
| 27 | [textual](https://github.com/Textualize/textual) | 17048 | 491 | Python | 111 | Textual is a TUI (Text User Interface) framework for Python inspired by modern web development. | 2023-01-02T20:02:44Z |
| 28 | [ddia](https://github.com/Vonng/ddia) | 16485 | 3598 | Python | 1 | 《Designing Data-Intensive Application》DDIA中文翻译 | 2022-12-19T09:42:37Z |
| 29 | [pytorch_geometric](https://github.com/pyg-team/pytorch_geometric) | 16466 | 3007 | Python | 611 | Graph Neural Network Library for PyTorch | 2023-01-02T21:37:57Z |
| 30 | [reddit](https://github.com/reddit-archive/reddit) | 16275 | 2908 | Python | 0 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 31 | [ungoogled-chromium](https://github.com/ungoogled-software/ungoogled-chromium) | 15790 | 725 | Python | 114 | Google Chromium, sans integration with Google | 2022-12-28T16:18:54Z |
| 32 | [zipline](https://github.com/quantopian/zipline) | 15680 | 4520 | Python | 323 | Zipline, a Pythonic Algorithmic Trading Library | 2022-10-07T08:24:02Z |
| 33 | [python-spider](https://github.com/Jack-Cherish/python-spider) | 15649 | 5696 | 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 |
| 34 | [magic-wormhole](https://github.com/magic-wormhole/magic-wormhole) | 15374 | 560 | Python | 136 | get things from one computer to another, safely | 2022-12-24T22:15:52Z |
| 35 | [prophet](https://github.com/facebook/prophet) | 15319 | 4350 | Python | 287 | Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. | 2023-01-03T01:17:52Z |
| 36 | [twint](https://github.com/twintproject/twint) | 14223 | 2441 | 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 |
| 37 | [aws-cli](https://github.com/aws/aws-cli) | 13291 | 3536 | Python | 377 | Universal Command Line Interface for Amazon Web Services | 2023-01-02T06:02:50Z |
| 38 | [aiohttp](https://github.com/aio-libs/aiohttp) | 13146 | 1844 | Python | 373 | Asynchronous HTTP client/server framework for asyncio and Python | 2023-01-02T14:10:07Z |
| 39 | [vision](https://github.com/pytorch/vision) | 13052 | 6431 | Python | 658 | Datasets, Transforms and Models specific to Computer Vision | 2023-01-02T12:48:54Z |
| 40 | [yapf](https://github.com/google/yapf) | 12988 | 886 | Python | 365 | A formatter for Python files | 2022-12-26T16:15:07Z |
| 41 | [facenet](https://github.com/davidsandberg/facenet) | 12833 | 4782 | Python | 492 | Face recognition using Tensorflow | 2022-11-21T22:20:20Z |
| 42 | [ChatterBot](https://github.com/gunthercox/ChatterBot) | 12777 | 4193 | Python | 315 | ChatterBot is a machine learning, conversational dialog engine for creating chat bots | 2022-11-29T10:25:57Z |
| 43 | [vit-pytorch](https://github.com/lucidrains/vit-pytorch) | 12535 | 2077 | 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 |
| 44 | [wtfpython-cn](https://github.com/leisurelicht/wtfpython-cn) | 12338 | 2074 | Python | 5 | wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译 | 2022-11-15T08:18:54Z |
| 45 | [networkx](https://github.com/networkx/networkx) | 12005 | 2815 | Python | 179 | Network Analysis in Python | 2023-01-03T02:25:09Z |
| 46 | [examples-of-web-crawlers](https://github.com/shengqiangzhang/examples-of-web-crawlers) | 11731 | 3557 | 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 |
| 47 | [walle-web](https://github.com/meolu/walle-web) | 11573 | 2739 | Python | 380 | walle - 瓦力 Devops开源项目代码部署平台 | 2022-01-06T22:27:38Z |
| 48 | [explainshell](https://github.com/idank/explainshell) | 11439 | 729 | Python | 130 | match command-line arguments to their help text | 2022-12-24T12:03:57Z |
| 49 | [albumentations](https://github.com/albumentations-team/albumentations) | 11368 | 1451 | Python | 315 | Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation:  https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 | 2022-12-22T10:28:42Z |
| 50 | [Bringing-Old-Photos-Back-to-Life](https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life) | 11279 | 1480 | Python | 61 | Bringing Old Photo Back to Life (CVPR 2020 oral) | 2022-10-22T21:13:37Z |
| 51 | [awesome-quant](https://github.com/wilsonfreitas/awesome-quant) | 11214 | 1903 | Python | 6 | A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance) | 2022-12-19T15:20:05Z |
| 52 | [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) | 10849 | 1930 | Python | 506 | Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving) | 2022-12-29T02:33:28Z |
| 53 | [dvc](https://github.com/iterative/dvc) | 10846 | 1014 | Python | 605 | 🦉Data Version Control \| Git for Data & Models \| ML Experiments Management | 2023-01-02T21:56:04Z |
| 54 | [full-stack-fastapi-postgresql](https://github.com/tiangolo/full-stack-fastapi-postgresql) | 10730 | 1954 | Python | 147 | Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more. | 2023-01-02T14:34:22Z |
| 55 | [dask](https://github.com/dask/dask) | 10623 | 1576 | Python | 707 | Parallel computing with task scheduling | 2023-01-02T16:40:47Z |
| 56 | [spotify-downloader](https://github.com/spotDL/spotify-downloader) | 10558 | 1183 | Python | 10 | Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found). | 2023-01-01T14:39:56Z |
| 57 | [fashion-mnist](https://github.com/zalandoresearch/fashion-mnist) | 10490 | 2721 | Python | 26 | A MNIST-like fashion product database. Benchmark :point_down:  | 2022-06-13T20:36:21Z |
| 58 | [Pillow](https://github.com/python-pillow/Pillow) | 10408 | 1962 | Python | 84 | The friendly PIL fork (Python Imaging Library) | 2023-01-02T22:56:29Z |
| 59 | [cookiecutter-django](https://github.com/cookiecutter/cookiecutter-django) | 10034 | 2541 | Python | 102 | Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly. | 2023-01-03T00:43:38Z |
| 60 | [pandas-profiling](https://github.com/ydataai/pandas-profiling) | 9991 | 1417 | Python | 130 | Create HTML profiling reports from pandas DataFrame objects | 2023-01-02T13:31:10Z |